id sid tid token lemma pos cord-284453-topozldw 1 1 key key JJ cord-284453-topozldw 1 2 : : : cord-284453-topozldw 1 3 cord-284453-topozldw cord-284453-topozldw NNP cord-284453-topozldw 2 1 authors author NNS cord-284453-topozldw 2 2 : : : cord-284453-topozldw 2 3 Dimri Dimri NNP cord-284453-topozldw 2 4 , , , cord-284453-topozldw 2 5 V. V. NNP cord-284453-topozldw 2 6 P. P. NNP cord-284453-topozldw 2 7 ; ; : cord-284453-topozldw 2 8 Ganguli Ganguli NNP cord-284453-topozldw 2 9 , , , cord-284453-topozldw 2 10 Shib Shib NNP cord-284453-topozldw 2 11 S. S. NNP cord-284453-topozldw 2 12 ; ; : cord-284453-topozldw 2 13 Srivastava Srivastava NNP cord-284453-topozldw 2 14 , , , cord-284453-topozldw 2 15 R. R. NNP cord-284453-topozldw 2 16 P. P. NNP cord-284453-topozldw 2 17 title title NN cord-284453-topozldw 2 18 : : : cord-284453-topozldw 3 1 Understanding understand VBG cord-284453-topozldw 3 2 Trend trend NN cord-284453-topozldw 3 3 of of IN cord-284453-topozldw 3 4 the the DT cord-284453-topozldw 3 5 Covid-19 Covid-19 NNP cord-284453-topozldw 3 6 Fatalities Fatalities NNPS cord-284453-topozldw 3 7 in in IN cord-284453-topozldw 3 8 India India NNP cord-284453-topozldw 3 9 date date NN cord-284453-topozldw 4 1 : : : cord-284453-topozldw 4 2 2020 2020 CD cord-284453-topozldw 4 3 - - HYPH cord-284453-topozldw 4 4 06 06 CD cord-284453-topozldw 4 5 - - SYM cord-284453-topozldw 4 6 17 17 CD cord-284453-topozldw 4 7 journal journal NN cord-284453-topozldw 4 8 : : : cord-284453-topozldw 5 1 J J NNP cord-284453-topozldw 5 2 Geol Geol NNP cord-284453-topozldw 5 3 Soc Soc NNP cord-284453-topozldw 5 4 India India NNP cord-284453-topozldw 5 5 DOI doi NN cord-284453-topozldw 5 6 : : : cord-284453-topozldw 6 1 10.1007 10.1007 CD cord-284453-topozldw 6 2 / / SYM cord-284453-topozldw 6 3 s12594 s12594 NN cord-284453-topozldw 6 4 - - HYPH cord-284453-topozldw 6 5 020 020 CD cord-284453-topozldw 6 6 - - HYPH cord-284453-topozldw 6 7 1492 1492 CD cord-284453-topozldw 6 8 - - SYM cord-284453-topozldw 6 9 2 2 CD cord-284453-topozldw 6 10 sha sha NNP cord-284453-topozldw 6 11 : : : cord-284453-topozldw 6 12 9e3b6ad86758c9e603ce0d945b274c6bccd3d173 9e3b6ad86758c9e603ce0d945b274c6bccd3d173 CD cord-284453-topozldw 6 13 doc_id doc_id CD cord-284453-topozldw 6 14 : : : cord-284453-topozldw 6 15 284453 284453 CD cord-284453-topozldw 6 16 cord_uid cord_uid NNS cord-284453-topozldw 6 17 : : : cord-284453-topozldw 7 1 topozldw topozldw NNP cord-284453-topozldw 7 2 nan nan NNP cord-284453-topozldw 8 1 The the DT cord-284453-topozldw 8 2 number number NN cord-284453-topozldw 8 3 of of IN cord-284453-topozldw 8 4 COVID-19 covid-19 JJ cord-284453-topozldw 8 5 cases case NNS cord-284453-topozldw 8 6 and and CC cord-284453-topozldw 8 7 related related JJ cord-284453-topozldw 8 8 deaths death NNS cord-284453-topozldw 8 9 are be VBP cord-284453-topozldw 8 10 increasing increase VBG cord-284453-topozldw 8 11 at at IN cord-284453-topozldw 8 12 an an DT cord-284453-topozldw 8 13 alarming alarming JJ cord-284453-topozldw 8 14 rate rate NN cord-284453-topozldw 8 15 in in IN cord-284453-topozldw 8 16 several several JJ cord-284453-topozldw 8 17 countries country NNS cord-284453-topozldw 8 18 , , , cord-284453-topozldw 8 19 and and CC cord-284453-topozldw 8 20 some some DT cord-284453-topozldw 8 21 countries country NNS cord-284453-topozldw 8 22 have have VBP cord-284453-topozldw 8 23 experienced experience VBN cord-284453-topozldw 8 24 mild mild JJ cord-284453-topozldw 8 25 spread spread NN cord-284453-topozldw 8 26 . . . cord-284453-topozldw 9 1 Globally globally RB cord-284453-topozldw 9 2 , , , cord-284453-topozldw 9 3 COVID-19 COVID-19 NNP cord-284453-topozldw 9 4 has have VBZ cord-284453-topozldw 9 5 caused cause VBN cord-284453-topozldw 9 6 an an DT cord-284453-topozldw 9 7 estimated estimate VBN cord-284453-topozldw 9 8 4,103,241 4,103,241 CD cord-284453-topozldw 9 9 cases case NNS cord-284453-topozldw 9 10 and and CC cord-284453-topozldw 9 11 2,82,728 2,82,728 CD cord-284453-topozldw 9 12 deaths death NNS cord-284453-topozldw 9 13 until until IN cord-284453-topozldw 9 14 now now RB cord-284453-topozldw 9 15 ( ( -LRB- cord-284453-topozldw 9 16 11/05/2020 11/05/2020 CD cord-284453-topozldw 9 17 ) ) -RRB- cord-284453-topozldw 9 18 . . . cord-284453-topozldw 10 1 Wuhan Wuhan NNP cord-284453-topozldw 10 2 city city NN cord-284453-topozldw 10 3 in in IN cord-284453-topozldw 10 4 Hubei Hubei NNP cord-284453-topozldw 10 5 province province NN cord-284453-topozldw 10 6 of of IN cord-284453-topozldw 10 7 China China NNP cord-284453-topozldw 10 8 is be VBZ cord-284453-topozldw 10 9 deemed deem VBN cord-284453-topozldw 10 10 as as IN cord-284453-topozldw 10 11 its -PRON- PRP$ cord-284453-topozldw 10 12 epicenter epicenter NN cord-284453-topozldw 10 13 , , , cord-284453-topozldw 10 14 where where WRB cord-284453-topozldw 10 15 the the DT cord-284453-topozldw 10 16 first first JJ cord-284453-topozldw 10 17 COVID-19 COVID-19 NNP cord-284453-topozldw 10 18 case case NN cord-284453-topozldw 10 19 was be VBD cord-284453-topozldw 10 20 reported report VBN cord-284453-topozldw 10 21 in in IN cord-284453-topozldw 10 22 December December NNP cord-284453-topozldw 10 23 2019 2019 CD cord-284453-topozldw 10 24 . . . cord-284453-topozldw 11 1 Since since IN cord-284453-topozldw 11 2 , , , cord-284453-topozldw 11 3 then then RB cord-284453-topozldw 11 4 the the DT cord-284453-topozldw 11 5 virus virus NN cord-284453-topozldw 11 6 has have VBZ cord-284453-topozldw 11 7 spread spread VBN cord-284453-topozldw 11 8 over over IN cord-284453-topozldw 11 9 215 215 CD cord-284453-topozldw 11 10 countries country NNS cord-284453-topozldw 11 11 and and CC cord-284453-topozldw 11 12 territories territory NNS cord-284453-topozldw 11 13 around around IN cord-284453-topozldw 11 14 the the DT cord-284453-topozldw 11 15 world world NN cord-284453-topozldw 11 16 , , , cord-284453-topozldw 11 17 with with IN cord-284453-topozldw 11 18 varying vary VBG cord-284453-topozldw 11 19 spread spread NN cord-284453-topozldw 11 20 rates rate NNS cord-284453-topozldw 11 21 and and CC cord-284453-topozldw 11 22 fatalities fatality NNS cord-284453-topozldw 11 23 ( ( -LRB- cord-284453-topozldw 11 24 Fanelli Fanelli NNP cord-284453-topozldw 11 25 and and CC cord-284453-topozldw 11 26 Piazza Piazza NNP cord-284453-topozldw 11 27 , , , cord-284453-topozldw 11 28 2020 2020 CD cord-284453-topozldw 11 29 ) ) -RRB- cord-284453-topozldw 11 30 . . . cord-284453-topozldw 12 1 The the DT cord-284453-topozldw 12 2 worldwide worldwide JJ cord-284453-topozldw 12 3 lockdown lockdown NN cord-284453-topozldw 12 4 and and CC cord-284453-topozldw 12 5 social social JJ cord-284453-topozldw 12 6 distancing distancing NN cord-284453-topozldw 12 7 have have VBP cord-284453-topozldw 12 8 played play VBN cord-284453-topozldw 12 9 a a DT cord-284453-topozldw 12 10 great great JJ cord-284453-topozldw 12 11 role role NN cord-284453-topozldw 12 12 to to TO cord-284453-topozldw 12 13 keep keep VB cord-284453-topozldw 12 14 the the DT cord-284453-topozldw 12 15 reproduction reproduction NN cord-284453-topozldw 12 16 number number NN cord-284453-topozldw 12 17 in in IN cord-284453-topozldw 12 18 check check NN cord-284453-topozldw 12 19 , , , cord-284453-topozldw 12 20 and and CC cord-284453-topozldw 12 21 thus thus RB cord-284453-topozldw 12 22 controlling control VBG cord-284453-topozldw 12 23 the the DT cord-284453-topozldw 12 24 outbreak outbreak NN cord-284453-topozldw 12 25 ( ( -LRB- cord-284453-topozldw 12 26 Kupferschmidt Kupferschmidt NNP cord-284453-topozldw 12 27 , , , cord-284453-topozldw 12 28 2020 2020 CD cord-284453-topozldw 12 29 ) ) -RRB- cord-284453-topozldw 12 30 . . . cord-284453-topozldw 13 1 So so RB cord-284453-topozldw 13 2 far far RB cord-284453-topozldw 13 3 reported report VBN cord-284453-topozldw 13 4 fatality fatality NN cord-284453-topozldw 13 5 rate rate NN cord-284453-topozldw 13 6 of of IN cord-284453-topozldw 13 7 the the DT cord-284453-topozldw 13 8 corona corona NN cord-284453-topozldw 13 9 virus virus NN cord-284453-topozldw 13 10 pandemic pandemic NN cord-284453-topozldw 13 11 is be VBZ cord-284453-topozldw 13 12 somewhere somewhere RB cord-284453-topozldw 13 13 between between IN cord-284453-topozldw 13 14 normal normal JJ cord-284453-topozldw 13 15 flu flu NN cord-284453-topozldw 13 16 ( ( -LRB- cord-284453-topozldw 13 17 0.1 0.1 CD cord-284453-topozldw 13 18 to to TO cord-284453-topozldw 13 19 0.2 0.2 CD cord-284453-topozldw 13 20 % % NN cord-284453-topozldw 13 21 ) ) -RRB- cord-284453-topozldw 13 22 to to TO cord-284453-topozldw 13 23 severe severe JJ cord-284453-topozldw 13 24 acute acute JJ cord-284453-topozldw 13 25 respiratory respiratory JJ cord-284453-topozldw 13 26 syndrome syndrome NN cord-284453-topozldw 13 27 ( ( -LRB- cord-284453-topozldw 13 28 SARS SARS NNP cord-284453-topozldw 13 29 ) ) -RRB- cord-284453-topozldw 13 30 family family NN cord-284453-topozldw 13 31 of of IN cord-284453-topozldw 13 32 viruses virus NNS cord-284453-topozldw 13 33 ( ( -LRB- cord-284453-topozldw 13 34 8 8 CD cord-284453-topozldw 13 35 to to TO cord-284453-topozldw 13 36 10 10 CD cord-284453-topozldw 13 37 % % NN cord-284453-topozldw 13 38 ) ) -RRB- cord-284453-topozldw 13 39 . . . cord-284453-topozldw 14 1 In in IN cord-284453-topozldw 14 2 India India NNP cord-284453-topozldw 14 3 , , , cord-284453-topozldw 14 4 so so RB cord-284453-topozldw 14 5 far far RB cord-284453-topozldw 14 6 the the DT cord-284453-topozldw 14 7 fatality fatality NN cord-284453-topozldw 14 8 rate rate NN cord-284453-topozldw 14 9 is be VBZ cord-284453-topozldw 14 10 about about IN cord-284453-topozldw 14 11 3 3 CD cord-284453-topozldw 14 12 % % NN cord-284453-topozldw 14 13 , , , cord-284453-topozldw 14 14 which which WDT cord-284453-topozldw 14 15 is be VBZ cord-284453-topozldw 14 16 half half NN cord-284453-topozldw 14 17 of of IN cord-284453-topozldw 14 18 the the DT cord-284453-topozldw 14 19 world world NN cord-284453-topozldw 14 20 average average JJ cord-284453-topozldw 14 21 . . . cord-284453-topozldw 15 1 Forecasting forecast VBG cord-284453-topozldw 15 2 the the DT cord-284453-topozldw 15 3 future future NN cord-284453-topozldw 15 4 of of IN cord-284453-topozldw 15 5 pandemics pandemic NNS cord-284453-topozldw 15 6 , , , cord-284453-topozldw 15 7 including include VBG cord-284453-topozldw 15 8 COVID-19 COVID-19 NNP cord-284453-topozldw 15 9 , , , cord-284453-topozldw 15 10 is be VBZ cord-284453-topozldw 15 11 difficult difficult JJ cord-284453-topozldw 15 12 . . . cord-284453-topozldw 16 1 The the DT cord-284453-topozldw 16 2 accuracy accuracy NN cord-284453-topozldw 16 3 of of IN cord-284453-topozldw 16 4 an an DT cord-284453-topozldw 16 5 epidemic epidemic NN cord-284453-topozldw 16 6 and and CC cord-284453-topozldw 16 7 pandemic pandemic NN cord-284453-topozldw 16 8 forecasting forecasting NN cord-284453-topozldw 16 9 largely largely RB cord-284453-topozldw 16 10 depends depend VBZ cord-284453-topozldw 16 11 on on IN cord-284453-topozldw 16 12 the the DT cord-284453-topozldw 16 13 data data NN cord-284453-topozldw 16 14 availability availability NN cord-284453-topozldw 16 15 and and CC cord-284453-topozldw 16 16 uncertainty uncertainty NN cord-284453-topozldw 16 17 estimation estimation NN cord-284453-topozldw 16 18 . . . cord-284453-topozldw 17 1 Despite despite IN cord-284453-topozldw 17 2 this this DT cord-284453-topozldw 17 3 fact fact NN cord-284453-topozldw 17 4 , , , cord-284453-topozldw 17 5 still still RB cord-284453-topozldw 17 6 forecasting forecast VBG cord-284453-topozldw 17 7 utilizing utilize VBG cord-284453-topozldw 17 8 mathematical mathematical JJ cord-284453-topozldw 17 9 models model NNS cord-284453-topozldw 17 10 has have VBZ cord-284453-topozldw 17 11 become become VBN cord-284453-topozldw 17 12 crucial crucial JJ cord-284453-topozldw 17 13 to to TO cord-284453-topozldw 17 14 better better RB cord-284453-topozldw 17 15 understand understand VB cord-284453-topozldw 17 16 the the DT cord-284453-topozldw 17 17 present present JJ cord-284453-topozldw 17 18 circumstances circumstance NNS cord-284453-topozldw 17 19 and and CC cord-284453-topozldw 17 20 plan plan VB cord-284453-topozldw 17 21 the the DT cord-284453-topozldw 17 22 future future NN cord-284453-topozldw 17 23 . . . cord-284453-topozldw 18 1 Mathematical mathematical JJ cord-284453-topozldw 18 2 models model NNS cord-284453-topozldw 18 3 are be VBP cord-284453-topozldw 18 4 invaluable invaluable JJ cord-284453-topozldw 18 5 tools tool NNS cord-284453-topozldw 18 6 for for IN cord-284453-topozldw 18 7 analyzing analyze VBG cord-284453-topozldw 18 8 the the DT cord-284453-topozldw 18 9 spread spread NN cord-284453-topozldw 18 10 and and CC cord-284453-topozldw 18 11 control control NN cord-284453-topozldw 18 12 of of IN cord-284453-topozldw 18 13 infectious infectious JJ cord-284453-topozldw 18 14 diseases disease NNS cord-284453-topozldw 18 15 ( ( -LRB- cord-284453-topozldw 18 16 Hethcote Hethcote NNP cord-284453-topozldw 18 17 , , , cord-284453-topozldw 18 18 2000 2000 CD cord-284453-topozldw 18 19 ) ) -RRB- cord-284453-topozldw 18 20 . . . cord-284453-topozldw 19 1 In in IN cord-284453-topozldw 19 2 the the DT cord-284453-topozldw 19 3 present present JJ cord-284453-topozldw 19 4 work work NN cord-284453-topozldw 19 5 , , , cord-284453-topozldw 19 6 we -PRON- PRP cord-284453-topozldw 19 7 provide provide VBP cord-284453-topozldw 19 8 a a DT cord-284453-topozldw 19 9 statistical statistical JJ cord-284453-topozldw 19 10 forecasting forecasting NN cord-284453-topozldw 19 11 approach approach NN cord-284453-topozldw 19 12 for for IN cord-284453-topozldw 19 13 the the DT cord-284453-topozldw 19 14 COVID-19 covid-19 JJ cord-284453-topozldw 19 15 cases case NNS cord-284453-topozldw 19 16 in in IN cord-284453-topozldw 19 17 India India NNP cord-284453-topozldw 19 18 and and CC cord-284453-topozldw 19 19 its -PRON- PRP$ cord-284453-topozldw 19 20 potential potential JJ cord-284453-topozldw 19 21 implications implication NNS cord-284453-topozldw 19 22 for for IN cord-284453-topozldw 19 23 planning planning NN cord-284453-topozldw 19 24 and and CC cord-284453-topozldw 19 25 decision decision NN cord-284453-topozldw 19 26 making make VBG cord-284453-topozldw 19 27 to to TO cord-284453-topozldw 19 28 contain contain VB cord-284453-topozldw 19 29 the the DT cord-284453-topozldw 19 30 same same JJ cord-284453-topozldw 19 31 . . . cord-284453-topozldw 20 1 The the DT cord-284453-topozldw 20 2 standard standard JJ cord-284453-topozldw 20 3 epidemiological epidemiological JJ cord-284453-topozldw 20 4 modelling modelling NN cord-284453-topozldw 20 5 approach approach NN cord-284453-topozldw 20 6 usually usually RB cord-284453-topozldw 20 7 follows follow VBZ cord-284453-topozldw 20 8 the the DT cord-284453-topozldw 20 9 reproduction reproduction NN cord-284453-topozldw 20 10 number number NN cord-284453-topozldw 20 11 of of IN cord-284453-topozldw 20 12 the the DT cord-284453-topozldw 20 13 diseases disease NNS cord-284453-topozldw 20 14 , , , cord-284453-topozldw 20 15 and and CC cord-284453-topozldw 20 16 models model VBZ cord-284453-topozldw 20 17 it -PRON- PRP cord-284453-topozldw 20 18 using use VBG cord-284453-topozldw 20 19 a a DT cord-284453-topozldw 20 20 well well RB cord-284453-topozldw 20 21 - - HYPH cord-284453-topozldw 20 22 known know VBN cord-284453-topozldw 20 23 system system NN cord-284453-topozldw 20 24 of of IN cord-284453-topozldw 20 25 differential differential JJ cord-284453-topozldw 20 26 equations equation NNS cord-284453-topozldw 20 27 known know VBN cord-284453-topozldw 20 28 as as IN cord-284453-topozldw 20 29 SIR SIR NNP cord-284453-topozldw 20 30 ( ( -LRB- cord-284453-topozldw 20 31 Susceptible susceptible JJ cord-284453-topozldw 20 32 -Infectious -infectious JJ cord-284453-topozldw 20 33 -Recovered -recovered JJ cord-284453-topozldw 20 34 ) ) -RRB- cord-284453-topozldw 20 35 model model NN cord-284453-topozldw 20 36 ( ( -LRB- cord-284453-topozldw 20 37 Batista Batista NNP cord-284453-topozldw 20 38 , , , cord-284453-topozldw 20 39 2020 2020 CD cord-284453-topozldw 20 40 ) ) -RRB- cord-284453-topozldw 20 41 . . . cord-284453-topozldw 21 1 The the DT cord-284453-topozldw 21 2 differential differential JJ cord-284453-topozldw 21 3 equations equation NNS cord-284453-topozldw 21 4 for for IN cord-284453-topozldw 21 5 a a DT cord-284453-topozldw 21 6 generalized generalized JJ cord-284453-topozldw 21 7 SIR SIR NNP cord-284453-topozldw 21 8 model model NN cord-284453-topozldw 21 9 can can MD cord-284453-topozldw 21 10 be be VB cord-284453-topozldw 21 11 written write VBN cord-284453-topozldw 21 12 as as IN cord-284453-topozldw 21 13 follows follow VBZ cord-284453-topozldw 21 14 : : : cord-284453-topozldw 21 15 where where WRB cord-284453-topozldw 21 16 S(t S(t NNP cord-284453-topozldw 21 17 ) ) -RRB- cord-284453-topozldw 21 18 = = NFP cord-284453-topozldw 22 1 number number NN cord-284453-topozldw 22 2 of of IN cord-284453-topozldw 22 3 susceptible susceptible JJ cord-284453-topozldw 22 4 cases case NNS cord-284453-topozldw 22 5 at at IN cord-284453-topozldw 22 6 time time NN cord-284453-topozldw 22 7 ' ' `` cord-284453-topozldw 22 8 t t NN cord-284453-topozldw 22 9 ' ' '' cord-284453-topozldw 22 10 ; ; : cord-284453-topozldw 22 11 I(t I(t NNP cord-284453-topozldw 22 12 ) ) -RRB- cord-284453-topozldw 22 13 = = NFP cord-284453-topozldw 23 1 number number NN cord-284453-topozldw 23 2 of of IN cord-284453-topozldw 23 3 Infected infected JJ cord-284453-topozldw 23 4 persons person NNS cord-284453-topozldw 23 5 and and CC cord-284453-topozldw 23 6 R(t)= r(t)= JJ cord-284453-topozldw 23 7 number number NN cord-284453-topozldw 23 8 of of IN cord-284453-topozldw 23 9 recovered recover VBN cord-284453-topozldw 23 10 cases case NNS cord-284453-topozldw 23 11 at at IN cord-284453-topozldw 23 12 time time NN cord-284453-topozldw 23 13 ' ' `` cord-284453-topozldw 23 14 t t NN cord-284453-topozldw 23 15 ' ' '' cord-284453-topozldw 23 16 , , , cord-284453-topozldw 23 17 respectively respectively RB cord-284453-topozldw 23 18 . . . cord-284453-topozldw 24 1 β β NNP cord-284453-topozldw 24 2 is be VBZ cord-284453-topozldw 24 3 the the DT cord-284453-topozldw 24 4 contact contact NN cord-284453-topozldw 24 5 rate rate NN cord-284453-topozldw 24 6 and and CC cord-284453-topozldw 24 7 1 1 CD cord-284453-topozldw 24 8 / / SYM cord-284453-topozldw 24 9 γ γ NN cord-284453-topozldw 24 10 is be VBZ cord-284453-topozldw 24 11 the the DT cord-284453-topozldw 24 12 average average JJ cord-284453-topozldw 24 13 period period NN cord-284453-topozldw 24 14 of of IN cord-284453-topozldw 24 15 infections infection NNS cord-284453-topozldw 24 16 . . . cord-284453-topozldw 25 1 The the DT cord-284453-topozldw 25 2 constant constant JJ cord-284453-topozldw 25 3 N n NN cord-284453-topozldw 25 4 = = NN cord-284453-topozldw 25 5 S s NN cord-284453-topozldw 26 1 + + CC cord-284453-topozldw 27 1 I -PRON- PRP cord-284453-topozldw 27 2 + + CC cord-284453-topozldw 27 3 R r NN cord-284453-topozldw 27 4 is be VBZ cord-284453-topozldw 27 5 the the DT cord-284453-topozldw 27 6 fixed fixed JJ cord-284453-topozldw 27 7 number number NN cord-284453-topozldw 27 8 of of IN cord-284453-topozldw 27 9 populations population NNS cord-284453-topozldw 27 10 in in IN cord-284453-topozldw 27 11 a a DT cord-284453-topozldw 27 12 certain certain JJ cord-284453-topozldw 27 13 region region NN cord-284453-topozldw 27 14 / / SYM cord-284453-topozldw 27 15 country country NN cord-284453-topozldw 27 16 . . . cord-284453-topozldw 28 1 In in IN cord-284453-topozldw 28 2 this this DT cord-284453-topozldw 28 3 case case NN cord-284453-topozldw 28 4 , , , cord-284453-topozldw 28 5 the the DT cord-284453-topozldw 28 6 births birth NNS cord-284453-topozldw 28 7 and and CC cord-284453-topozldw 28 8 natural natural JJ cord-284453-topozldw 28 9 death death NN cord-284453-topozldw 28 10 are be VBP cord-284453-topozldw 28 11 not not RB cord-284453-topozldw 28 12 modelled model VBN cord-284453-topozldw 28 13 . . . cord-284453-topozldw 29 1 The the DT cord-284453-topozldw 29 2 initial initial JJ cord-284453-topozldw 29 3 conditions condition NNS cord-284453-topozldw 29 4 can can MD cord-284453-topozldw 29 5 be be VB cord-284453-topozldw 29 6 expressed express VBN cord-284453-topozldw 29 7 as as IN cord-284453-topozldw 29 8 S(0 S(0 NNP cord-284453-topozldw 29 9 ) ) -RRB- cord-284453-topozldw 30 1 = = NFP cord-284453-topozldw 31 1 S S NNP cord-284453-topozldw 31 2 0 0 CD cord-284453-topozldw 31 3 , , , cord-284453-topozldw 31 4 I(0)= i(0)= NN cord-284453-topozldw 32 1 I -PRON- PRP cord-284453-topozldw 32 2 0 0 CD cord-284453-topozldw 32 3 and and CC cord-284453-topozldw 32 4 R(0)=R R(0)=R NNP cord-284453-topozldw 32 5 0 0 CD cord-284453-topozldw 32 6 . . . cord-284453-topozldw 33 1 Now now RB cord-284453-topozldw 33 2 , , , cord-284453-topozldw 33 3 the the DT cord-284453-topozldw 33 4 parameters parameter NNS cord-284453-topozldw 33 5 β β NNP cord-284453-topozldw 33 6 , , , cord-284453-topozldw 33 7 γ γ NNP cord-284453-topozldw 33 8 , , , cord-284453-topozldw 33 9 and and CC cord-284453-topozldw 33 10 the the DT cord-284453-topozldw 33 11 initial initial JJ cord-284453-topozldw 33 12 values value NNS cord-284453-topozldw 33 13 S s NN cord-284453-topozldw 33 14 0 0 CD cord-284453-topozldw 34 1 and and CC cord-284453-topozldw 34 2 I -PRON- PRP cord-284453-topozldw 34 3 0 0 NFP cord-284453-topozldw 34 4 ( ( -LRB- cord-284453-topozldw 34 5 as as IN cord-284453-topozldw 34 6 obtained obtain VBN cord-284453-topozldw 34 7 from from IN cord-284453-topozldw 34 8 available available JJ cord-284453-topozldw 34 9 data datum NNS cord-284453-topozldw 34 10 ) ) -RRB- cord-284453-topozldw 34 11 are be VBP cord-284453-topozldw 34 12 required require VBN cord-284453-topozldw 34 13 to to TO cord-284453-topozldw 34 14 utilize utilize VB cord-284453-topozldw 34 15 the the DT cord-284453-topozldw 34 16 SIR SIR NNP cord-284453-topozldw 34 17 model model NN cord-284453-topozldw 34 18 . . . cord-284453-topozldw 35 1 The the DT cord-284453-topozldw 35 2 required require VBN cord-284453-topozldw 35 3 parameters parameter NNS cord-284453-topozldw 35 4 can can MD cord-284453-topozldw 35 5 be be VB cord-284453-topozldw 35 6 assessed assess VBN cord-284453-topozldw 35 7 by by IN cord-284453-topozldw 35 8 minimizing minimize VBG cord-284453-topozldw 35 9 the the DT cord-284453-topozldw 35 10 difference difference NN cord-284453-topozldw 35 11 between between IN cord-284453-topozldw 35 12 the the DT cord-284453-topozldw 35 13 actual actual JJ cord-284453-topozldw 35 14 and and CC cord-284453-topozldw 35 15 predicted predict VBN cord-284453-topozldw 35 16 number number NN cord-284453-topozldw 35 17 of of IN cord-284453-topozldw 35 18 cases case NNS cord-284453-topozldw 35 19 . . . cord-284453-topozldw 36 1 Moreover moreover RB cord-284453-topozldw 36 2 , , , cord-284453-topozldw 36 3 there there EX cord-284453-topozldw 36 4 are be VBP cord-284453-topozldw 36 5 several several JJ cord-284453-topozldw 36 6 papers paper NNS cord-284453-topozldw 36 7 available available JJ cord-284453-topozldw 36 8 on on IN cord-284453-topozldw 36 9 the the DT cord-284453-topozldw 36 10 SIR SIR NNP cord-284453-topozldw 36 11 model model NN cord-284453-topozldw 36 12 and and CC cord-284453-topozldw 36 13 generalized generalize VBN cord-284453-topozldw 36 14 SEIR SEIR NNP cord-284453-topozldw 36 15 model model NN cord-284453-topozldw 36 16 ( ( -LRB- cord-284453-topozldw 36 17 please please UH cord-284453-topozldw 36 18 refer refer VB cord-284453-topozldw 36 19 to to IN cord-284453-topozldw 36 20 Hethcote Hethcote NNP cord-284453-topozldw 36 21 , , , cord-284453-topozldw 36 22 2000 2000 CD cord-284453-topozldw 36 23 ; ; : cord-284453-topozldw 36 24 Fanelli Fanelli NNP cord-284453-topozldw 36 25 and and CC cord-284453-topozldw 36 26 Piazza Piazza NNP cord-284453-topozldw 36 27 , , , cord-284453-topozldw 36 28 2020 2020 CD cord-284453-topozldw 36 29 ; ; . cord-284453-topozldw 37 1 Peng Peng NNP cord-284453-topozldw 37 2 et et NNP cord-284453-topozldw 37 3 al al NNP cord-284453-topozldw 37 4 . . NNP cord-284453-topozldw 37 5 2020 2020 CD cord-284453-topozldw 37 6 ) ) -RRB- cord-284453-topozldw 37 7 , , , cord-284453-topozldw 37 8 hence hence RB cord-284453-topozldw 37 9 we -PRON- PRP cord-284453-topozldw 37 10 are be VBP cord-284453-topozldw 37 11 not not RB cord-284453-topozldw 37 12 discussing discuss VBG cord-284453-topozldw 37 13 it -PRON- PRP cord-284453-topozldw 37 14 more more RBR cord-284453-topozldw 37 15 here here RB cord-284453-topozldw 37 16 since since IN cord-284453-topozldw 37 17 it -PRON- PRP cord-284453-topozldw 37 18 is be VBZ cord-284453-topozldw 37 19 not not RB cord-284453-topozldw 37 20 our -PRON- PRP$ cord-284453-topozldw 37 21 main main JJ cord-284453-topozldw 37 22 focus focus NN cord-284453-topozldw 37 23 . . . cord-284453-topozldw 38 1 The the DT cord-284453-topozldw 38 2 objective objective NN cord-284453-topozldw 38 3 of of IN cord-284453-topozldw 38 4 listing list VBG cord-284453-topozldw 38 5 equations equation NNS cord-284453-topozldw 38 6 and and CC cord-284453-topozldw 38 7 variables variable NNS cord-284453-topozldw 38 8 within within IN cord-284453-topozldw 38 9 the the DT cord-284453-topozldw 38 10 SIR SIR NNP cord-284453-topozldw 38 11 model model NN cord-284453-topozldw 38 12 is be VBZ cord-284453-topozldw 38 13 to to TO cord-284453-topozldw 38 14 give give VB cord-284453-topozldw 38 15 an an DT cord-284453-topozldw 38 16 idea idea NN cord-284453-topozldw 38 17 to to IN cord-284453-topozldw 38 18 a a DT cord-284453-topozldw 38 19 general general JJ cord-284453-topozldw 38 20 reader reader NN cord-284453-topozldw 38 21 about about IN cord-284453-topozldw 38 22 the the DT cord-284453-topozldw 38 23 various various JJ cord-284453-topozldw 38 24 considerations consideration NNS cord-284453-topozldw 38 25 involved involve VBN cord-284453-topozldw 38 26 in in IN cord-284453-topozldw 38 27 the the DT cord-284453-topozldw 38 28 model model NN cord-284453-topozldw 38 29 . . . cord-284453-topozldw 39 1 Often often RB cord-284453-topozldw 39 2 statistical statistical JJ cord-284453-topozldw 39 3 epidemiological epidemiological JJ cord-284453-topozldw 39 4 analysis analysis NN cord-284453-topozldw 39 5 applied apply VBN cord-284453-topozldw 39 6 in in IN cord-284453-topozldw 39 7 such such JJ cord-284453-topozldw 39 8 cases case NNS cord-284453-topozldw 39 9 assumes assume VBZ cord-284453-topozldw 39 10 an an DT cord-284453-topozldw 39 11 exponential exponential JJ cord-284453-topozldw 39 12 outbreak outbreak NN cord-284453-topozldw 39 13 , , , cord-284453-topozldw 39 14 which which WDT cord-284453-topozldw 39 15 is be VBZ cord-284453-topozldw 39 16 to to IN cord-284453-topozldw 39 17 some some DT cord-284453-topozldw 39 18 extent extent NN cord-284453-topozldw 39 19 true true JJ cord-284453-topozldw 39 20 in in IN cord-284453-topozldw 39 21 a a DT cord-284453-topozldw 39 22 very very RB cord-284453-topozldw 39 23 early early JJ cord-284453-topozldw 39 24 stage stage NN cord-284453-topozldw 39 25 of of IN cord-284453-topozldw 39 26 the the DT cord-284453-topozldw 39 27 epidemic epidemic NN cord-284453-topozldw 39 28 . . . cord-284453-topozldw 40 1 The the DT cord-284453-topozldw 40 2 exponential exponential JJ cord-284453-topozldw 40 3 model model NN cord-284453-topozldw 40 4 is be VBZ cord-284453-topozldw 40 5 based base VBN cord-284453-topozldw 40 6 on on IN cord-284453-topozldw 40 7 the the DT cord-284453-topozldw 40 8 fixed fix VBN cord-284453-topozldw 40 9 reproduction reproduction NN cord-284453-topozldw 40 10 number number NN cord-284453-topozldw 40 11 of of IN cord-284453-topozldw 40 12 the the DT cord-284453-topozldw 40 13 disease disease NN cord-284453-topozldw 40 14 . . . cord-284453-topozldw 41 1 The the DT cord-284453-topozldw 41 2 total total JJ cord-284453-topozldw 41 3 number number NN cord-284453-topozldw 41 4 of of IN cord-284453-topozldw 41 5 cases case NNS cord-284453-topozldw 41 6 can can MD cord-284453-topozldw 41 7 be be VB cord-284453-topozldw 41 8 obtained obtain VBN cord-284453-topozldw 41 9 by by IN cord-284453-topozldw 41 10 considering consider VBG cord-284453-topozldw 41 11 the the DT cord-284453-topozldw 41 12 fact fact NN cord-284453-topozldw 41 13 that that IN cord-284453-topozldw 41 14 each each DT cord-284453-topozldw 41 15 infected infected JJ cord-284453-topozldw 41 16 person person NN cord-284453-topozldw 41 17 contaminates contaminate VBZ cord-284453-topozldw 41 18 the the DT cord-284453-topozldw 41 19 other other JJ cord-284453-topozldw 41 20 susceptible susceptible JJ cord-284453-topozldw 41 21 one one CD cord-284453-topozldw 41 22 ( ( -LRB- cord-284453-topozldw 41 23 where where WRB cord-284453-topozldw 41 24 n n NN cord-284453-topozldw 41 25 > > XX cord-284453-topozldw 41 26 1 1 CD cord-284453-topozldw 41 27 known know VBN cord-284453-topozldw 41 28 as as IN cord-284453-topozldw 41 29 reproduction reproduction NN cord-284453-topozldw 41 30 number number NN cord-284453-topozldw 41 31 ) ) -RRB- cord-284453-topozldw 41 32 : : : cord-284453-topozldw 41 33 where where WRB cord-284453-topozldw 41 34 , , , cord-284453-topozldw 41 35 t t NNP cord-284453-topozldw 41 36 and and CC cord-284453-topozldw 41 37 T T NNP cord-284453-topozldw 41 38 represents represent VBZ cord-284453-topozldw 41 39 time time NN cord-284453-topozldw 41 40 in in IN cord-284453-topozldw 41 41 days day NNS cord-284453-topozldw 41 42 and and CC cord-284453-topozldw 41 43 incubation incubation NN cord-284453-topozldw 41 44 period period NN cord-284453-topozldw 41 45 , , , cord-284453-topozldw 41 46 which which WDT cord-284453-topozldw 41 47 relies rely VBZ cord-284453-topozldw 41 48 upon upon IN cord-284453-topozldw 41 49 the the DT cord-284453-topozldw 41 50 type type NN cord-284453-topozldw 41 51 of of IN cord-284453-topozldw 41 52 disease disease NN cord-284453-topozldw 41 53 ; ; : cord-284453-topozldw 41 54 a a DT cord-284453-topozldw 41 55 is be VBZ cord-284453-topozldw 41 56 coefficient coefficient NN cord-284453-topozldw 41 57 of of IN cord-284453-topozldw 41 58 exponential exponential JJ cord-284453-topozldw 41 59 series series NN cord-284453-topozldw 41 60 . . . cord-284453-topozldw 42 1 In in IN cord-284453-topozldw 42 2 the the DT cord-284453-topozldw 42 3 case case NN cord-284453-topozldw 42 4 of of IN cord-284453-topozldw 42 5 COVID-19,the covid-19,the DT cord-284453-topozldw 42 6 incubation incubation NN cord-284453-topozldw 42 7 period period NN cord-284453-topozldw 42 8 ranges range VBZ cord-284453-topozldw 42 9 somewhere somewhere RB cord-284453-topozldw 42 10 between between IN cord-284453-topozldw 42 11 10 10 CD cord-284453-topozldw 42 12 to to TO cord-284453-topozldw 42 13 14 14 CD cord-284453-topozldw 42 14 days day NNS cord-284453-topozldw 42 15 . . . cord-284453-topozldw 43 1 It -PRON- PRP cord-284453-topozldw 43 2 is be VBZ cord-284453-topozldw 43 3 to to TO cord-284453-topozldw 43 4 note note VB cord-284453-topozldw 43 5 that that IN cord-284453-topozldw 43 6 the the DT cord-284453-topozldw 43 7 above above JJ cord-284453-topozldw 43 8 equation equation NN cord-284453-topozldw 43 9 does do VBZ cord-284453-topozldw 43 10 not not RB cord-284453-topozldw 43 11 assume assume VB cord-284453-topozldw 43 12 any any DT cord-284453-topozldw 43 13 kind kind NN cord-284453-topozldw 43 14 of of IN cord-284453-topozldw 43 15 inhibition inhibition NN cord-284453-topozldw 43 16 or or CC cord-284453-topozldw 43 17 intervention intervention NN cord-284453-topozldw 43 18 . . . cord-284453-topozldw 44 1 In in IN cord-284453-topozldw 44 2 order order NN cord-284453-topozldw 44 3 to to TO cord-284453-topozldw 44 4 forecast forecast VB cord-284453-topozldw 44 5 the the DT cord-284453-topozldw 44 6 COVID-19 COVID-19 NNP cord-284453-topozldw 44 7 pandemic pandemic JJ cord-284453-topozldw 44 8 behavior behavior NN cord-284453-topozldw 44 9 in in IN cord-284453-topozldw 44 10 India India NNP cord-284453-topozldw 44 11 , , , cord-284453-topozldw 44 12 we -PRON- PRP cord-284453-topozldw 44 13 first first RB cord-284453-topozldw 44 14 examined examine VBD cord-284453-topozldw 44 15 the the DT cord-284453-topozldw 44 16 total total JJ cord-284453-topozldw 44 17 number number NN cord-284453-topozldw 44 18 of of IN cord-284453-topozldw 44 19 confirmed confirm VBN cord-284453-topozldw 44 20 cases case NNS cord-284453-topozldw 44 21 and and CC cord-284453-topozldw 44 22 the the DT cord-284453-topozldw 44 23 rate rate NN cord-284453-topozldw 44 24 of of IN cord-284453-topozldw 44 25 daily daily JJ cord-284453-topozldw 44 26 increase increase NN cord-284453-topozldw 44 27 in in IN cord-284453-topozldw 44 28 the the DT cord-284453-topozldw 44 29 number number NN cord-284453-topozldw 44 30 of of IN cord-284453-topozldw 44 31 cases case NNS cord-284453-topozldw 44 32 reported report VBN cord-284453-topozldw 44 33 in in IN cord-284453-topozldw 44 34 India India NNP cord-284453-topozldw 44 35 ( ( -LRB- cord-284453-topozldw 44 36 Fig Fig NNP cord-284453-topozldw 44 37 . . . cord-284453-topozldw 44 38 1a 1a CD cord-284453-topozldw 44 39 and and CC cord-284453-topozldw 44 40 b b LS cord-284453-topozldw 44 41 ) ) -RRB- cord-284453-topozldw 44 42 . . . cord-284453-topozldw 45 1 Besides besides RB cord-284453-topozldw 45 2 , , , cord-284453-topozldw 45 3 Fig Fig NNP cord-284453-topozldw 45 4 . . NNP cord-284453-topozldw 45 5 2 2 LS cord-284453-topozldw 45 6 ( ( -LRB- cord-284453-topozldw 45 7 a a NN cord-284453-topozldw 45 8 and and CC cord-284453-topozldw 45 9 b b LS cord-284453-topozldw 45 10 ) ) -RRB- cord-284453-topozldw 45 11 depicts depict VBZ cord-284453-topozldw 45 12 the the DT cord-284453-topozldw 45 13 total total NN cord-284453-topozldw 45 14 confirmed confirm VBN cord-284453-topozldw 45 15 deaths death NNS cord-284453-topozldw 45 16 and and CC cord-284453-topozldw 45 17 the the DT cord-284453-topozldw 45 18 rate rate NN cord-284453-topozldw 45 19 of of IN cord-284453-topozldw 45 20 daily daily JJ cord-284453-topozldw 45 21 increase increase NN cord-284453-topozldw 45 22 in in IN cord-284453-topozldw 45 23 the the DT cord-284453-topozldw 45 24 number number NN cord-284453-topozldw 45 25 of of IN cord-284453-topozldw 45 26 deaths death NNS cord-284453-topozldw 45 27 . . . cord-284453-topozldw 46 1 The the DT cord-284453-topozldw 46 2 data datum NNS cord-284453-topozldw 46 3 is be VBZ cord-284453-topozldw 46 4 fetched fetch VBN cord-284453-topozldw 46 5 from from IN cord-284453-topozldw 46 6 the the DT cord-284453-topozldw 46 7 web web NN cord-284453-topozldw 46 8 - - HYPH cord-284453-topozldw 46 9 page page NN cord-284453-topozldw 46 10 maintained maintain VBN cord-284453-topozldw 46 11 by by IN cord-284453-topozldw 46 12 Johns Johns NNP cord-284453-topozldw 46 13 Hopkins Hopkins NNP cord-284453-topozldw 46 14 University University NNP cord-284453-topozldw 46 15 ( ( -LRB- cord-284453-topozldw 46 16 https:// https:// NNP cord-284453-topozldw 46 17 raw.githubusercontent.com/CSSEGISandData/COVID-19/master/ raw.githubusercontent.com/CSSEGISandData/COVID-19/master/ NNP cord-284453-topozldw 46 18 csse_covid_19_data csse_covid_19_data NNP cord-284453-topozldw 46 19 / / SYM cord-284453-topozldw 46 20 csse_covid_19_time_series/ csse_covid_19_time_series/ NNP cord-284453-topozldw 46 21 ) ) -RRB- cord-284453-topozldw 46 22 . . . cord-284453-topozldw 47 1 This this DT cord-284453-topozldw 47 2 is be VBZ cord-284453-topozldw 47 3 a a DT cord-284453-topozldw 47 4 dynamic dynamic JJ cord-284453-topozldw 47 5 data datum NNS cord-284453-topozldw 47 6 , , , cord-284453-topozldw 47 7 and and CC cord-284453-topozldw 47 8 the the DT cord-284453-topozldw 47 9 figures figure NNS cord-284453-topozldw 47 10 below below IN cord-284453-topozldw 47 11 show show NN cord-284453-topozldw 47 12 data datum NNS cord-284453-topozldw 47 13 starting start VBG cord-284453-topozldw 47 14 from from IN cord-284453-topozldw 47 15 22 22 CD cord-284453-topozldw 47 16 January January NNP cord-284453-topozldw 47 17 2020 2020 CD cord-284453-topozldw 47 18 until until IN cord-284453-topozldw 47 19 10 10 CD cord-284453-topozldw 47 20 May May NNP cord-284453-topozldw 47 21 2020 2020 CD cord-284453-topozldw 47 22 . . . cord-284453-topozldw 48 1 Please please UH cord-284453-topozldw 48 2 note note VB cord-284453-topozldw 48 3 that that IN cord-284453-topozldw 48 4 the the DT cord-284453-topozldw 48 5 number number NN cord-284453-topozldw 48 6 of of IN cord-284453-topozldw 48 7 confirmed confirm VBN cord-284453-topozldw 48 8 cases case NNS cord-284453-topozldw 48 9 is be VBZ cord-284453-topozldw 48 10 dependent dependent JJ cord-284453-topozldw 48 11 on on IN cord-284453-topozldw 48 12 how how WRB cord-284453-topozldw 48 13 much much JJ cord-284453-topozldw 48 14 testing testing NN cord-284453-topozldw 48 15 has have VBZ cord-284453-topozldw 48 16 been be VBN cord-284453-topozldw 48 17 done do VBN cord-284453-topozldw 48 18 , , , cord-284453-topozldw 48 19 hence hence RB cord-284453-topozldw 48 20 we -PRON- PRP cord-284453-topozldw 48 21 choose choose VBP cord-284453-topozldw 48 22 to to TO cord-284453-topozldw 48 23 further further RB cord-284453-topozldw 48 24 analyze analyze VB cord-284453-topozldw 48 25 reported report VBN cord-284453-topozldw 48 26 number number NN cord-284453-topozldw 48 27 of of IN cord-284453-topozldw 48 28 COVID-19 covid-19 JJ cord-284453-topozldw 48 29 death death NN cord-284453-topozldw 48 30 cases case NNS cord-284453-topozldw 48 31 , , , cord-284453-topozldw 48 32 which which WDT cord-284453-topozldw 48 33 are be VBP cord-284453-topozldw 48 34 much much RB cord-284453-topozldw 48 35 more more RBR cord-284453-topozldw 48 36 reliable reliable JJ cord-284453-topozldw 48 37 numbers number NNS cord-284453-topozldw 48 38 , , , cord-284453-topozldw 48 39 than than IN cord-284453-topozldw 48 40 the the DT cord-284453-topozldw 48 41 infected infected JJ cord-284453-topozldw 48 42 cases case NNS cord-284453-topozldw 48 43 . . . cord-284453-topozldw 49 1 We -PRON- PRP cord-284453-topozldw 49 2 looked look VBD cord-284453-topozldw 49 3 at at IN cord-284453-topozldw 49 4 the the DT cord-284453-topozldw 49 5 total total JJ cord-284453-topozldw 49 6 death death NN cord-284453-topozldw 49 7 data datum NNS cord-284453-topozldw 49 8 in in IN cord-284453-topozldw 49 9 India India NNP cord-284453-topozldw 49 10 and and CC cord-284453-topozldw 49 11 plotted plot VBD cord-284453-topozldw 49 12 it -PRON- PRP cord-284453-topozldw 49 13 on on IN cord-284453-topozldw 49 14 a a DT cord-284453-topozldw 49 15 loglog loglog NN cord-284453-topozldw 49 16 scale scale NN cord-284453-topozldw 49 17 ( ( -LRB- cord-284453-topozldw 49 18 Fig fig NN cord-284453-topozldw 49 19 . . . cord-284453-topozldw 49 20 3 3 CD cord-284453-topozldw 49 21 ) ) -RRB- cord-284453-topozldw 49 22 . . . cord-284453-topozldw 50 1 From from IN cord-284453-topozldw 50 2 equation equation NN cord-284453-topozldw 50 3 ( ( -LRB- cord-284453-topozldw 50 4 4 4 LS cord-284453-topozldw 50 5 ) ) -RRB- cord-284453-topozldw 50 6 it -PRON- PRP cord-284453-topozldw 50 7 is be VBZ cord-284453-topozldw 50 8 obvious obvious JJ cord-284453-topozldw 50 9 , , , cord-284453-topozldw 50 10 if if IN cord-284453-topozldw 50 11 the the DT cord-284453-topozldw 50 12 number number NN cord-284453-topozldw 50 13 of of IN cord-284453-topozldw 50 14 deaths death NNS cord-284453-topozldw 50 15 follows follow VBZ cord-284453-topozldw 50 16 exponential exponential JJ cord-284453-topozldw 50 17 increase increase NN cord-284453-topozldw 50 18 , , , cord-284453-topozldw 50 19 then then RB cord-284453-topozldw 50 20 in in IN cord-284453-topozldw 50 21 the the DT cord-284453-topozldw 50 22 log log NN cord-284453-topozldw 50 23 - - HYPH cord-284453-topozldw 50 24 normal normal JJ cord-284453-topozldw 50 25 plot plot NN cord-284453-topozldw 50 26 they -PRON- PRP cord-284453-topozldw 50 27 will will MD cord-284453-topozldw 50 28 appear appear VB cord-284453-topozldw 50 29 linearly linearly RB cord-284453-topozldw 50 30 increasing increase VBG cord-284453-topozldw 50 31 , , , cord-284453-topozldw 50 32 whereas whereas IN cord-284453-topozldw 50 33 if if IN cord-284453-topozldw 50 34 they -PRON- PRP cord-284453-topozldw 50 35 follow follow VBP cord-284453-topozldw 50 36 power power NN cord-284453-topozldw 50 37 - - HYPH cord-284453-topozldw 50 38 law law NN cord-284453-topozldw 50 39 increase increase NN cord-284453-topozldw 50 40 then then RB cord-284453-topozldw 50 41 they -PRON- PRP cord-284453-topozldw 50 42 will will MD cord-284453-topozldw 50 43 appear appear VB cord-284453-topozldw 50 44 linear linear JJ cord-284453-topozldw 50 45 in in IN cord-284453-topozldw 50 46 log log NN cord-284453-topozldw 50 47 - - HYPH cord-284453-topozldw 50 48 log log NN cord-284453-topozldw 50 49 scale scale NN cord-284453-topozldw 50 50 ( ( -LRB- cord-284453-topozldw 50 51 Dimri Dimri NNP cord-284453-topozldw 50 52 , , , cord-284453-topozldw 50 53 2005 2005 CD cord-284453-topozldw 50 54 ; ; : cord-284453-topozldw 51 1 Dimri Dimri NNP cord-284453-topozldw 51 2 et et NNP cord-284453-topozldw 51 3 al al NNP cord-284453-topozldw 51 4 . . NNP cord-284453-topozldw 51 5 2012 2012 CD cord-284453-topozldw 51 6 ) ) -RRB- cord-284453-topozldw 51 7 . . . cord-284453-topozldw 52 1 It -PRON- PRP cord-284453-topozldw 52 2 is be VBZ cord-284453-topozldw 52 3 obvious obvious JJ cord-284453-topozldw 52 4 from from IN cord-284453-topozldw 52 5 Fig.3 fig.3 NN cord-284453-topozldw 52 6 , , , cord-284453-topozldw 52 7 that that IN cord-284453-topozldw 52 8 deaths death NNS cord-284453-topozldw 52 9 until until IN cord-284453-topozldw 52 10 April April NNP cord-284453-topozldw 52 11 12 12 CD cord-284453-topozldw 52 12 , , , cord-284453-topozldw 52 13 2020 2020 CD cord-284453-topozldw 52 14 follow follow VB cord-284453-topozldw 52 15 power power NN cord-284453-topozldw 52 16 - - HYPH cord-284453-topozldw 52 17 law law NN cord-284453-topozldw 52 18 and and CC cord-284453-topozldw 52 19 the the DT cord-284453-topozldw 52 20 predicted predict VBN cord-284453-topozldw 52 21 deaths death NNS cord-284453-topozldw 52 22 are be VBP cord-284453-topozldw 52 23 in in IN cord-284453-topozldw 52 24 good good JJ cord-284453-topozldw 52 25 agreement agreement NN cord-284453-topozldw 52 26 to to IN cord-284453-topozldw 52 27 the the DT cord-284453-topozldw 52 28 actual actual NN cord-284453-topozldw 52 29 . . . cord-284453-topozldw 53 1 However however RB cord-284453-topozldw 53 2 , , , cord-284453-topozldw 53 3 this this DT cord-284453-topozldw 53 4 relation relation NN cord-284453-topozldw 53 5 ( ( -LRB- cord-284453-topozldw 53 6 data data NN cord-284453-topozldw 53 7 trend trend NN cord-284453-topozldw 53 8 ) ) -RRB- cord-284453-topozldw 53 9 appears appear VBZ cord-284453-topozldw 53 10 to to TO cord-284453-topozldw 53 11 be be VB cord-284453-topozldw 53 12 invalid invalid JJ cord-284453-topozldw 53 13 when when WRB cord-284453-topozldw 53 14 the the DT cord-284453-topozldw 53 15 latest late JJS cord-284453-topozldw 53 16 death death NN cord-284453-topozldw 53 17 data datum NNS cord-284453-topozldw 53 18 is be VBZ cord-284453-topozldw 53 19 analyzed analyze VBN cord-284453-topozldw 53 20 hence hence RB cord-284453-topozldw 53 21 , , , cord-284453-topozldw 53 22 we -PRON- PRP cord-284453-topozldw 53 23 did do VBD cord-284453-topozldw 53 24 not not RB cord-284453-topozldw 53 25 use use VB cord-284453-topozldw 53 26 the the DT cord-284453-topozldw 53 27 powerlaw powerlaw NN cord-284453-topozldw 53 28 relation relation NN cord-284453-topozldw 53 29 for for IN cord-284453-topozldw 53 30 further further JJ cord-284453-topozldw 53 31 analysis analysis NN cord-284453-topozldw 53 32 . . . cord-284453-topozldw 54 1 In in IN cord-284453-topozldw 54 2 order order NN cord-284453-topozldw 54 3 to to TO cord-284453-topozldw 54 4 understand understand VB cord-284453-topozldw 54 5 and and CC cord-284453-topozldw 54 6 forecast forecast VB cord-284453-topozldw 54 7 COVID-19 covid-19 JJ cord-284453-topozldw 54 8 behavior behavior NN cord-284453-topozldw 54 9 until until IN cord-284453-topozldw 54 10 June June NNP cord-284453-topozldw 54 11 10 10 CD cord-284453-topozldw 54 12 , , , cord-284453-topozldw 54 13 2020 2020 CD cord-284453-topozldw 54 14 , , , cord-284453-topozldw 54 15 we -PRON- PRP cord-284453-topozldw 54 16 attempted attempt VBD cord-284453-topozldw 54 17 a a DT cord-284453-topozldw 54 18 quadratic quadratic JJ cord-284453-topozldw 54 19 and and CC cord-284453-topozldw 54 20 exponential exponential JJ cord-284453-topozldw 54 21 fit fit NN cord-284453-topozldw 54 22 to to IN cord-284453-topozldw 54 23 the the DT cord-284453-topozldw 54 24 data datum NNS cord-284453-topozldw 54 25 . . . cord-284453-topozldw 55 1 As as IN cord-284453-topozldw 55 2 evident evident JJ cord-284453-topozldw 55 3 from from IN cord-284453-topozldw 55 4 Fig.4 Fig.4 NNP cord-284453-topozldw 55 5 , , , cord-284453-topozldw 55 6 the the DT cord-284453-topozldw 55 7 total total JJ cord-284453-topozldw 55 8 number number NN cord-284453-topozldw 55 9 of of IN cord-284453-topozldw 55 10 deaths death NNS cord-284453-topozldw 55 11 after after IN cord-284453-topozldw 55 12 one one CD cord-284453-topozldw 55 13 month month NN cord-284453-topozldw 55 14 from from IN cord-284453-topozldw 55 15 now now RB cord-284453-topozldw 55 16 ( ( -LRB- cord-284453-topozldw 55 17 10/05/2020 10/05/2020 CD cord-284453-topozldw 55 18 ) ) -RRB- cord-284453-topozldw 55 19 would would MD cord-284453-topozldw 55 20 reach reach VB cord-284453-topozldw 55 21 approximately approximately RB cord-284453-topozldw 55 22 6182 6182 CD cord-284453-topozldw 55 23 , , , cord-284453-topozldw 55 24 if if IN cord-284453-topozldw 55 25 the the DT cord-284453-topozldw 55 26 quadratic quadratic JJ cord-284453-topozldw 55 27 trend trend NN cord-284453-topozldw 55 28 is be VBZ cord-284453-topozldw 55 29 followed follow VBN cord-284453-topozldw 55 30 . . . cord-284453-topozldw 56 1 Otherwise otherwise RB cord-284453-topozldw 56 2 , , , cord-284453-topozldw 56 3 the the DT cord-284453-topozldw 56 4 death death NN cord-284453-topozldw 56 5 toll toll NN cord-284453-topozldw 56 6 can can MD cord-284453-topozldw 56 7 reach reach VB cord-284453-topozldw 56 8 as as RB cord-284453-topozldw 56 9 high high JJ cord-284453-topozldw 56 10 as as IN cord-284453-topozldw 56 11 about about RB cord-284453-topozldw 56 12 21,628 21,628 CD cord-284453-topozldw 56 13 ( ( -LRB- cord-284453-topozldw 56 14 ± ± NNP cord-284453-topozldw 56 15 5 5 CD cord-284453-topozldw 56 16 % % NN cord-284453-topozldw 56 17 ) ) -RRB- cord-284453-topozldw 56 18 in in IN cord-284453-topozldw 56 19 the the DT cord-284453-topozldw 56 20 extreme extreme JJ cord-284453-topozldw 56 21 case case NN cord-284453-topozldw 56 22 , , , cord-284453-topozldw 56 23 as as IN cord-284453-topozldw 56 24 indicated indicate VBN cord-284453-topozldw 56 25 by by IN cord-284453-topozldw 56 26 the the DT cord-284453-topozldw 56 27 exponential exponential JJ cord-284453-topozldw 56 28 trend trend NN cord-284453-topozldw 56 29 . . . cord-284453-topozldw 57 1 Table table NN cord-284453-topozldw 57 2 1 1 CD cord-284453-topozldw 57 3 represents represent VBZ cord-284453-topozldw 57 4 the the DT cord-284453-topozldw 57 5 week week NN cord-284453-topozldw 57 6 wise wise JJ cord-284453-topozldw 57 7 death death NN cord-284453-topozldw 57 8 values value NNS cord-284453-topozldw 57 9 until until IN cord-284453-topozldw 57 10 10 10 CD cord-284453-topozldw 57 11 June June NNP cord-284453-topozldw 57 12 , , , cord-284453-topozldw 57 13 2020 2020 CD cord-284453-topozldw 57 14 , , , cord-284453-topozldw 57 15 as as IN cord-284453-topozldw 57 16 forecasted forecast VBN cord-284453-topozldw 57 17 using use VBG cord-284453-topozldw 57 18 quadratic quadratic JJ cord-284453-topozldw 57 19 simulation simulation NN cord-284453-topozldw 57 20 . . . cord-284453-topozldw 58 1 Note note VB cord-284453-topozldw 58 2 that that IN cord-284453-topozldw 58 3 these these DT cord-284453-topozldw 58 4 predictions prediction NNS cord-284453-topozldw 58 5 are be VBP cord-284453-topozldw 58 6 statistical statistical JJ cord-284453-topozldw 58 7 , , , cord-284453-topozldw 58 8 and and CC cord-284453-topozldw 58 9 assume assume VBP cord-284453-topozldw 58 10 no no DT cord-284453-topozldw 58 11 interventions intervention NNS cord-284453-topozldw 58 12 which which WDT cord-284453-topozldw 58 13 are be VBP cord-284453-topozldw 58 14 in in IN cord-284453-topozldw 58 15 place place NN cord-284453-topozldw 58 16 . . . cord-284453-topozldw 59 1 Results result NNS cord-284453-topozldw 59 2 are be VBP cord-284453-topozldw 59 3 based base VBN cord-284453-topozldw 59 4 on on IN cord-284453-topozldw 59 5 the the DT cord-284453-topozldw 59 6 most most RBS cord-284453-topozldw 59 7 feasible feasible JJ cord-284453-topozldw 59 8 scenarios scenario NNS cord-284453-topozldw 59 9 and and CC cord-284453-topozldw 59 10 may may MD cord-284453-topozldw 59 11 vary vary VB cord-284453-topozldw 59 12 in in IN cord-284453-topozldw 59 13 actual actual JJ cord-284453-topozldw 59 14 cases case NNS cord-284453-topozldw 59 15 , , , cord-284453-topozldw 59 16 depending depend VBG cord-284453-topozldw 59 17 upon upon IN cord-284453-topozldw 59 18 the the DT cord-284453-topozldw 59 19 situation situation NN cord-284453-topozldw 59 20 . . . cord-284453-topozldw 60 1 Our -PRON- PRP$ cord-284453-topozldw 60 2 two two CD cord-284453-topozldw 60 3 approaches approach NNS cord-284453-topozldw 60 4 , , , cord-284453-topozldw 60 5 one one CD cord-284453-topozldw 60 6 based base VBN cord-284453-topozldw 60 7 on on IN cord-284453-topozldw 60 8 exponential exponential JJ cord-284453-topozldw 60 9 fit fit NN cord-284453-topozldw 60 10 to to IN cord-284453-topozldw 60 11 the the DT cord-284453-topozldw 60 12 data datum NNS cord-284453-topozldw 60 13 , , , cord-284453-topozldw 60 14 and and CC cord-284453-topozldw 60 15 another another DT cord-284453-topozldw 60 16 based base VBN cord-284453-topozldw 60 17 on on IN cord-284453-topozldw 60 18 simulating simulate VBG cord-284453-topozldw 60 19 quadratic quadratic JJ cord-284453-topozldw 60 20 time time NN cord-284453-topozldw 60 21 series series NN cord-284453-topozldw 60 22 , , , cord-284453-topozldw 60 23 gave give VBD cord-284453-topozldw 60 24 completely completely RB cord-284453-topozldw 60 25 different different JJ cord-284453-topozldw 60 26 predictions prediction NNS cord-284453-topozldw 60 27 , , , cord-284453-topozldw 60 28 however however RB cord-284453-topozldw 60 29 , , , cord-284453-topozldw 60 30 we -PRON- PRP cord-284453-topozldw 60 31 expect expect VBP cord-284453-topozldw 60 32 them -PRON- PRP cord-284453-topozldw 60 33 to to TO cord-284453-topozldw 60 34 behave behave VB cord-284453-topozldw 60 35 like like IN cord-284453-topozldw 60 36 this this DT cord-284453-topozldw 60 37 , , , cord-284453-topozldw 60 38 because because IN cord-284453-topozldw 60 39 they -PRON- PRP cord-284453-topozldw 60 40 are be VBP cord-284453-topozldw 60 41 fundamentally fundamentally RB cord-284453-topozldw 60 42 different different JJ cord-284453-topozldw 60 43 . . . cord-284453-topozldw 61 1 We -PRON- PRP cord-284453-topozldw 61 2 believe believe VBP cord-284453-topozldw 61 3 that that IN cord-284453-topozldw 61 4 these these DT cord-284453-topozldw 61 5 two two CD cord-284453-topozldw 61 6 methods method NNS cord-284453-topozldw 61 7 represent represent VBP cord-284453-topozldw 61 8 upper upper JJ cord-284453-topozldw 61 9 and and CC cord-284453-topozldw 61 10 lower lower RBR cord-284453-topozldw 61 11 bound bound JJ cord-284453-topozldw 61 12 scenarios scenario NNS cord-284453-topozldw 61 13 of of IN cord-284453-topozldw 61 14 possible possible JJ cord-284453-topozldw 61 15 COVID-19 covid-19 JJ cord-284453-topozldw 61 16 deaths death NNS cord-284453-topozldw 61 17 in in IN cord-284453-topozldw 61 18 India India NNP cord-284453-topozldw 61 19 , , , cord-284453-topozldw 61 20 which which WDT cord-284453-topozldw 61 21 could could MD cord-284453-topozldw 61 22 be be VB cord-284453-topozldw 61 23 a a DT cord-284453-topozldw 61 24 good good JJ cord-284453-topozldw 61 25 suggestion suggestion NN cord-284453-topozldw 61 26 to to IN cord-284453-topozldw 61 27 policy policy NN cord-284453-topozldw 61 28 makers maker NNS cord-284453-topozldw 61 29 and and CC cord-284453-topozldw 61 30 authorities authority NNS cord-284453-topozldw 61 31 . . . cord-284453-topozldw 62 1 None none NN cord-284453-topozldw 62 2 of of IN cord-284453-topozldw 62 3 these these DT cord-284453-topozldw 62 4 methods method NNS cord-284453-topozldw 62 5 are be VBP cord-284453-topozldw 62 6 meant mean VBN cord-284453-topozldw 62 7 to to TO cord-284453-topozldw 62 8 predict predict VB cord-284453-topozldw 62 9 the the DT cord-284453-topozldw 62 10 epidemic epidemic NN cord-284453-topozldw 62 11 and and CC cord-284453-topozldw 62 12 determine determine VB cord-284453-topozldw 62 13 the the DT cord-284453-topozldw 62 14 life life NN cord-284453-topozldw 62 15 span span NN cord-284453-topozldw 62 16 of of IN cord-284453-topozldw 62 17 a a DT cord-284453-topozldw 62 18 pandemic pandemic NN cord-284453-topozldw 62 19 in in IN cord-284453-topozldw 62 20 terms term NNS cord-284453-topozldw 62 21 of of IN cord-284453-topozldw 62 22 the the DT cord-284453-topozldw 62 23 number number NN cord-284453-topozldw 62 24 of of IN cord-284453-topozldw 62 25 days/ days/ CD cord-284453-topozldw 62 26 months month NNS cord-284453-topozldw 62 27 . . . cord-284453-topozldw 63 1 The the DT cord-284453-topozldw 63 2 methods method NNS cord-284453-topozldw 63 3 presented present VBN cord-284453-topozldw 63 4 here here RB cord-284453-topozldw 63 5 are be VBP cord-284453-topozldw 63 6 very very RB cord-284453-topozldw 63 7 good good JJ cord-284453-topozldw 63 8 indicators indicator NNS cord-284453-topozldw 63 9 to to TO cord-284453-topozldw 63 10 model model VB cord-284453-topozldw 63 11 dynamic dynamic JJ cord-284453-topozldw 63 12 data datum NNS cord-284453-topozldw 63 13 and and CC cord-284453-topozldw 63 14 draw draw VB cord-284453-topozldw 63 15 short short JJ cord-284453-topozldw 63 16 term term NN cord-284453-topozldw 63 17 Fig.3 Fig.3 NNS cord-284453-topozldw 63 18 . . . cord-284453-topozldw 64 1 Shows show VBZ cord-284453-topozldw 64 2 a a DT cord-284453-topozldw 64 3 log log NN cord-284453-topozldw 64 4 - - HYPH cord-284453-topozldw 64 5 log log NN cord-284453-topozldw 64 6 plot plot NN cord-284453-topozldw 64 7 of of IN cord-284453-topozldw 64 8 the the DT cord-284453-topozldw 64 9 total total JJ cord-284453-topozldw 64 10 number number NN cord-284453-topozldw 64 11 of of IN cord-284453-topozldw 64 12 COVID-19 covid-19 JJ cord-284453-topozldw 64 13 related related JJ cord-284453-topozldw 64 14 deaths death NNS cord-284453-topozldw 64 15 in in IN cord-284453-topozldw 64 16 India India NNP cord-284453-topozldw 64 17 ( ( -LRB- cord-284453-topozldw 64 18 blue blue JJ cord-284453-topozldw 64 19 curve curve NN cord-284453-topozldw 64 20 ) ) -RRB- cord-284453-topozldw 64 21 , , , cord-284453-topozldw 64 22 starting start VBG cord-284453-topozldw 64 23 from from IN cord-284453-topozldw 64 24 11 11 CD cord-284453-topozldw 64 25 March March NNP cord-284453-topozldw 64 26 2020 2020 CD cord-284453-topozldw 64 27 until until IN cord-284453-topozldw 64 28 12 12 CD cord-284453-topozldw 64 29 April April NNP cord-284453-topozldw 64 30 2020 2020 CD cord-284453-topozldw 64 31 . . . cord-284453-topozldw 65 1 A a DT cord-284453-topozldw 65 2 power power NN cord-284453-topozldw 65 3 law law NN cord-284453-topozldw 65 4 curve curve NN cord-284453-topozldw 65 5 fit fit JJ cord-284453-topozldw 65 6 to to IN cord-284453-topozldw 65 7 the the DT cord-284453-topozldw 65 8 data datum NNS cord-284453-topozldw 65 9 ( ( -LRB- cord-284453-topozldw 65 10 excluding exclude VBG cord-284453-topozldw 65 11 initial initial JJ cord-284453-topozldw 65 12 7 7 CD cord-284453-topozldw 65 13 data data NN cord-284453-topozldw 65 14 points point NNS cord-284453-topozldw 65 15 to to TO cord-284453-topozldw 65 16 obtain obtain VB cord-284453-topozldw 65 17 a a DT cord-284453-topozldw 65 18 more more RBR cord-284453-topozldw 65 19 robust robust JJ cord-284453-topozldw 65 20 fit fit NN cord-284453-topozldw 65 21 ) ) -RRB- cord-284453-topozldw 65 22 is be VBZ cord-284453-topozldw 65 23 shown show VBN cord-284453-topozldw 65 24 in in IN cord-284453-topozldw 65 25 orange orange JJ cord-284453-topozldw 65 26 color color NN cord-284453-topozldw 65 27 . . . cord-284453-topozldw 66 1 According accord VBG cord-284453-topozldw 66 2 to to IN cord-284453-topozldw 66 3 power power NN cord-284453-topozldw 66 4 law law NN cord-284453-topozldw 66 5 , , , cord-284453-topozldw 66 6 two two CD cord-284453-topozldw 66 7 prediction prediction NN cord-284453-topozldw 66 8 dates date NNS cord-284453-topozldw 66 9 marked mark VBN cord-284453-topozldw 66 10 by by IN cord-284453-topozldw 66 11 red red JJ cord-284453-topozldw 66 12 plus plus CC cord-284453-topozldw 66 13 sign sign NN cord-284453-topozldw 66 14 correspond correspond VBP cord-284453-topozldw 66 15 to to IN cord-284453-topozldw 66 16 19 19 CD cord-284453-topozldw 66 17 and and CC cord-284453-topozldw 66 18 26 26 CD cord-284453-topozldw 66 19 April April NNP cord-284453-topozldw 66 20 2020 2020 CD cord-284453-topozldw 66 21 respectively respectively RB cord-284453-topozldw 66 22 , , , cord-284453-topozldw 66 23 and and CC cord-284453-topozldw 66 24 the the DT cord-284453-topozldw 66 25 corresponding correspond VBG cord-284453-topozldw 66 26 death death NN cord-284453-topozldw 66 27 toll toll NN cord-284453-topozldw 66 28 was be VBD cord-284453-topozldw 66 29 approximately approximately RB cord-284453-topozldw 66 30 509 509 CD cord-284453-topozldw 66 31 and and CC cord-284453-topozldw 66 32 909 909 CD cord-284453-topozldw 66 33 . . . cord-284453-topozldw 67 1 inference inference NN cord-284453-topozldw 67 2 . . . cord-284453-topozldw 68 1 For for IN cord-284453-topozldw 68 2 instance instance NN cord-284453-topozldw 68 3 , , , cord-284453-topozldw 68 4 in in IN cord-284453-topozldw 68 5 Fig.4 Fig.4 NNP cord-284453-topozldw 68 6 if if IN cord-284453-topozldw 68 7 the the DT cord-284453-topozldw 68 8 actual actual JJ cord-284453-topozldw 68 9 number number NN cord-284453-topozldw 68 10 of of IN cord-284453-topozldw 68 11 deaths death NNS cord-284453-topozldw 68 12 go go VBP cord-284453-topozldw 68 13 below below IN cord-284453-topozldw 68 14 quadratic quadratic JJ cord-284453-topozldw 68 15 fit fit NN cord-284453-topozldw 68 16 , , , cord-284453-topozldw 68 17 then then RB cord-284453-topozldw 68 18 we -PRON- PRP cord-284453-topozldw 68 19 can can MD cord-284453-topozldw 68 20 assume assume VB cord-284453-topozldw 68 21 that that IN cord-284453-topozldw 68 22 the the DT cord-284453-topozldw 68 23 outbreak outbreak NN cord-284453-topozldw 68 24 is be VBZ cord-284453-topozldw 68 25 in in IN cord-284453-topozldw 68 26 the the DT cord-284453-topozldw 68 27 decline decline NN cord-284453-topozldw 68 28 phase phase NN cord-284453-topozldw 68 29 , , , cord-284453-topozldw 68 30 however however RB cord-284453-topozldw 68 31 , , , cord-284453-topozldw 68 32 if if IN cord-284453-topozldw 68 33 the the DT cord-284453-topozldw 68 34 number number NN cord-284453-topozldw 68 35 of of IN cord-284453-topozldw 68 36 deaths death NNS cord-284453-topozldw 68 37 increases increase VBZ cord-284453-topozldw 68 38 more more JJR cord-284453-topozldw 68 39 than than IN cord-284453-topozldw 68 40 the the DT cord-284453-topozldw 68 41 fit fit NN cord-284453-topozldw 68 42 , , , cord-284453-topozldw 68 43 then then RB cord-284453-topozldw 68 44 we -PRON- PRP cord-284453-topozldw 68 45 can can MD cord-284453-topozldw 68 46 not not RB cord-284453-topozldw 68 47 rule rule VB cord-284453-topozldw 68 48 out out RP cord-284453-topozldw 68 49 the the DT cord-284453-topozldw 68 50 possibility possibility NN cord-284453-topozldw 68 51 of of IN cord-284453-topozldw 68 52 further further JJ cord-284453-topozldw 68 53 outbreak outbreak NN cord-284453-topozldw 68 54 . . . cord-284453-topozldw 69 1 Results result NNS cord-284453-topozldw 69 2 presented present VBN cord-284453-topozldw 69 3 in in IN cord-284453-topozldw 69 4 Fig Fig NNP cord-284453-topozldw 69 5 . . . cord-284453-topozldw 70 1 4 4 CD cord-284453-topozldw 70 2 are be VBP cord-284453-topozldw 70 3 more more RBR cord-284453-topozldw 70 4 realistic realistic JJ cord-284453-topozldw 70 5 and and CC cord-284453-topozldw 70 6 fundamentally fundamentally RB cord-284453-topozldw 70 7 more more RBR cord-284453-topozldw 70 8 robust robust JJ cord-284453-topozldw 70 9 , , , cord-284453-topozldw 70 10 where where WRB cord-284453-topozldw 70 11 the the DT cord-284453-topozldw 70 12 effects effect NNS cord-284453-topozldw 70 13 of of IN cord-284453-topozldw 70 14 constraints constraint NNS cord-284453-topozldw 70 15 such such JJ cord-284453-topozldw 70 16 as as IN cord-284453-topozldw 70 17 social social JJ cord-284453-topozldw 70 18 distancing distancing NN cord-284453-topozldw 70 19 and and CC cord-284453-topozldw 70 20 lockdown lockdown NN cord-284453-topozldw 70 21 are be VBP cord-284453-topozldw 70 22 baked bake VBN cord-284453-topozldw 70 23 within within IN cord-284453-topozldw 70 24 the the DT cord-284453-topozldw 70 25 data datum NNS cord-284453-topozldw 70 26 used use VBN cord-284453-topozldw 70 27 to to TO cord-284453-topozldw 70 28 create create VB cord-284453-topozldw 70 29 a a DT cord-284453-topozldw 70 30 simulated simulated JJ cord-284453-topozldw 70 31 time time NN cord-284453-topozldw 70 32 series series NN cord-284453-topozldw 70 33 . . . cord-284453-topozldw 71 1 In in IN cord-284453-topozldw 71 2 order order NN cord-284453-topozldw 71 3 to to TO cord-284453-topozldw 71 4 forecast forecast VB cord-284453-topozldw 71 5 the the DT cord-284453-topozldw 71 6 final final JJ cord-284453-topozldw 71 7 size size NN cord-284453-topozldw 71 8 of of IN cord-284453-topozldw 71 9 the the DT cord-284453-topozldw 71 10 COVID-19 covid-19 JJ cord-284453-topozldw 71 11 pandemic pandemic NN cord-284453-topozldw 71 12 in in IN cord-284453-topozldw 71 13 India India NNP cord-284453-topozldw 71 14 , , , cord-284453-topozldw 71 15 a a DT cord-284453-topozldw 71 16 data data NN cord-284453-topozldw 71 17 - - HYPH cord-284453-topozldw 71 18 driven drive VBN cord-284453-topozldw 71 19 SIR SIR NNP cord-284453-topozldw 71 20 model model NN cord-284453-topozldw 71 21 is be VBZ cord-284453-topozldw 71 22 employed employ VBN cord-284453-topozldw 71 23 . . . cord-284453-topozldw 72 1 The the DT cord-284453-topozldw 72 2 COVID-19 COVID-19 NNP cord-284453-topozldw 72 3 pandemic pandemic NN cord-284453-topozldw 72 4 life life NN cord-284453-topozldw 72 5 cycle cycle NN cord-284453-topozldw 72 6 ( ( -LRB- cord-284453-topozldw 72 7 spread spread NN cord-284453-topozldw 72 8 ) ) -RRB- cord-284453-topozldw 72 9 pattern pattern NN cord-284453-topozldw 72 10 is be VBZ cord-284453-topozldw 72 11 anticipated anticipate VBN cord-284453-topozldw 72 12 to to TO cord-284453-topozldw 72 13 be be VB cord-284453-topozldw 72 14 " " `` cord-284453-topozldw 72 15 bell bell NN cord-284453-topozldw 72 16 - - HYPH cord-284453-topozldw 72 17 shaped shape VBN cord-284453-topozldw 72 18 " " '' cord-284453-topozldw 72 19 , , , cord-284453-topozldw 72 20 as as IN cord-284453-topozldw 72 21 indicated indicate VBN cord-284453-topozldw 72 22 by by IN cord-284453-topozldw 72 23 Fig Fig NNP cord-284453-topozldw 72 24 . . . cord-284453-topozldw 73 1 5 5 LS cord-284453-topozldw 73 2 ( ( -LRB- cord-284453-topozldw 73 3 b b NN cord-284453-topozldw 73 4 ) ) -RRB- cord-284453-topozldw 73 5 . . . cord-284453-topozldw 74 1 This this DT cord-284453-topozldw 74 2 helps help VBZ cord-284453-topozldw 74 3 to to TO cord-284453-topozldw 74 4 detect detect VB cord-284453-topozldw 74 5 the the DT cord-284453-topozldw 74 6 inflection inflection NN cord-284453-topozldw 74 7 point point NN cord-284453-topozldw 74 8 and and CC cord-284453-topozldw 74 9 the the DT cord-284453-topozldw 74 10 peak peak NN cord-284453-topozldw 74 11 of of IN cord-284453-topozldw 74 12 infections infection NNS cord-284453-topozldw 74 13 to to TO cord-284453-topozldw 74 14 distinguish distinguish VB cord-284453-topozldw 74 15 acceleration acceleration NN cord-284453-topozldw 74 16 and and CC cord-284453-topozldw 74 17 deacceleration deacceleration NN cord-284453-topozldw 74 18 phases phase NNS cord-284453-topozldw 74 19 . . . cord-284453-topozldw 75 1 The the DT cord-284453-topozldw 75 2 results result NNS cord-284453-topozldw 75 3 suggest suggest VBP cord-284453-topozldw 75 4 that that IN cord-284453-topozldw 75 5 infected infected JJ cord-284453-topozldw 75 6 cases case NNS cord-284453-topozldw 75 7 in in IN cord-284453-topozldw 75 8 India India NNP cord-284453-topozldw 75 9 are be VBP cord-284453-topozldw 75 10 at at IN cord-284453-topozldw 75 11 the the DT cord-284453-topozldw 75 12 acceleration acceleration NN cord-284453-topozldw 75 13 phase phase NN cord-284453-topozldw 75 14 ( ( -LRB- cord-284453-topozldw 75 15 initiation initiation NN cord-284453-topozldw 75 16 of of IN cord-284453-topozldw 75 17 its -PRON- PRP$ cord-284453-topozldw 75 18 inflection inflection NN cord-284453-topozldw 75 19 point point NN cord-284453-topozldw 75 20 ) ) -RRB- cord-284453-topozldw 75 21 and and CC cord-284453-topozldw 75 22 the the DT cord-284453-topozldw 75 23 size size NN cord-284453-topozldw 75 24 of of IN cord-284453-topozldw 75 25 the the DT cord-284453-topozldw 75 26 epidemic epidemic NN cord-284453-topozldw 75 27 will will MD cord-284453-topozldw 75 28 be be VB cord-284453-topozldw 75 29 about about RB cord-284453-topozldw 75 30 167,200 167,200 CD cord-284453-topozldw 75 31 infected infect VBN cord-284453-topozldw 75 32 cases case NNS cord-284453-topozldw 75 33 until until IN cord-284453-topozldw 75 34 10 10 CD cord-284453-topozldw 75 35 June June NNP cord-284453-topozldw 75 36 2020 2020 CD cord-284453-topozldw 75 37 ( ( -LRB- cord-284453-topozldw 75 38 Fig.5a Fig.5a NNP cord-284453-topozldw 75 39 ) ) -RRB- cord-284453-topozldw 75 40 . . . cord-284453-topozldw 76 1 Note note VB cord-284453-topozldw 76 2 that that IN cord-284453-topozldw 76 3 the the DT cord-284453-topozldw 76 4 early early JJ cord-284453-topozldw 76 5 segment segment NN cord-284453-topozldw 76 6 of of IN cord-284453-topozldw 76 7 the the DT cord-284453-topozldw 76 8 curve curve NN cord-284453-topozldw 76 9 is be VBZ cord-284453-topozldw 76 10 fitted fit VBN cord-284453-topozldw 76 11 with with IN cord-284453-topozldw 76 12 data datum NNS cord-284453-topozldw 76 13 , , , cord-284453-topozldw 76 14 whereas whereas IN cord-284453-topozldw 76 15 the the DT cord-284453-topozldw 76 16 remaining remain VBG cord-284453-topozldw 76 17 segment segment NN cord-284453-topozldw 76 18 is be VBZ cord-284453-topozldw 76 19 predicted predict VBN cord-284453-topozldw 76 20 based base VBN cord-284453-topozldw 76 21 on on IN cord-284453-topozldw 76 22 the the DT cord-284453-topozldw 76 23 SIR SIR NNP cord-284453-topozldw 76 24 model model NN cord-284453-topozldw 76 25 . . . cord-284453-topozldw 77 1 This this DT cord-284453-topozldw 77 2 model model NN cord-284453-topozldw 77 3 assumes assume VBZ cord-284453-topozldw 77 4 that that IN cord-284453-topozldw 77 5 it -PRON- PRP cord-284453-topozldw 77 6 is be VBZ cord-284453-topozldw 77 7 a a DT cord-284453-topozldw 77 8 rational rational JJ cord-284453-topozldw 77 9 portrayal portrayal NN cord-284453-topozldw 77 10 of of IN cord-284453-topozldw 77 11 the the DT cord-284453-topozldw 77 12 one one CD cord-284453-topozldw 77 13 - - HYPH cord-284453-topozldw 77 14 stage stage NN cord-284453-topozldw 77 15 epidemic epidemic NN cord-284453-topozldw 77 16 and and CC cord-284453-topozldw 77 17 represents represent VBZ cord-284453-topozldw 77 18 the the DT cord-284453-topozldw 77 19 dynamic dynamic JJ cord-284453-topozldw 77 20 process process NN cord-284453-topozldw 77 21 of of IN cord-284453-topozldw 77 22 COVID-19 covid-19 JJ cord-284453-topozldw 77 23 infections infection NNS cord-284453-topozldw 77 24 in in IN cord-284453-topozldw 77 25 a a DT cord-284453-topozldw 77 26 population population NN cord-284453-topozldw 77 27 over over IN cord-284453-topozldw 77 28 a a DT cord-284453-topozldw 77 29 specific specific JJ cord-284453-topozldw 77 30 time time NN cord-284453-topozldw 77 31 . . . cord-284453-topozldw 78 1 Hence hence RB cord-284453-topozldw 78 2 , , , cord-284453-topozldw 78 3 the the DT cord-284453-topozldw 78 4 forecast forecast NN cord-284453-topozldw 78 5 is be VBZ cord-284453-topozldw 78 6 as as RB cord-284453-topozldw 78 7 good good JJ cord-284453-topozldw 78 8 as as IN cord-284453-topozldw 78 9 data datum NNS cord-284453-topozldw 78 10 are be VBP cord-284453-topozldw 78 11 . . . cord-284453-topozldw 79 1 The the DT cord-284453-topozldw 79 2 forecasting forecasting NN cord-284453-topozldw 79 3 may may MD cord-284453-topozldw 79 4 vary vary VB cord-284453-topozldw 79 5 with with IN cord-284453-topozldw 79 6 new new JJ cord-284453-topozldw 79 7 data datum NNS cord-284453-topozldw 79 8 or or CC cord-284453-topozldw 79 9 altered alter VBN cord-284453-topozldw 79 10 data datum NNS cord-284453-topozldw 79 11 ( ( -LRB- cord-284453-topozldw 79 12 Batista Batista NNP cord-284453-topozldw 79 13 , , , cord-284453-topozldw 79 14 2020 2020 CD cord-284453-topozldw 79 15 ) ) -RRB- cord-284453-topozldw 79 16 . . . cord-284453-topozldw 80 1 In in IN cord-284453-topozldw 80 2 this this DT cord-284453-topozldw 80 3 note note NN cord-284453-topozldw 80 4 , , , cord-284453-topozldw 80 5 we -PRON- PRP cord-284453-topozldw 80 6 have have VBP cord-284453-topozldw 80 7 presented present VBN cord-284453-topozldw 80 8 the the DT cord-284453-topozldw 80 9 analysis analysis NN cord-284453-topozldw 80 10 of of IN cord-284453-topozldw 80 11 short short JJ cord-284453-topozldw 80 12 - - HYPH cord-284453-topozldw 80 13 term term NN cord-284453-topozldw 80 14 forecasting forecasting NN cord-284453-topozldw 80 15 of of IN cord-284453-topozldw 80 16 COVID-19 COVID-19 NNP cord-284453-topozldw 80 17 infections infection NNS cord-284453-topozldw 80 18 in in IN cord-284453-topozldw 80 19 India India NNP cord-284453-topozldw 80 20 based base VBN cord-284453-topozldw 80 21 on on IN cord-284453-topozldw 80 22 SIR SIR NNP cord-284453-topozldw 80 23 , , , cord-284453-topozldw 80 24 quadratic quadratic JJ cord-284453-topozldw 80 25 and and CC cord-284453-topozldw 80 26 exponential exponential JJ cord-284453-topozldw 80 27 approaches approach NNS cord-284453-topozldw 80 28 . . . cord-284453-topozldw 81 1 If if IN cord-284453-topozldw 81 2 the the DT cord-284453-topozldw 81 3 situation situation NN cord-284453-topozldw 81 4 remains remain VBZ cord-284453-topozldw 81 5 stable stable JJ cord-284453-topozldw 81 6 and and CC cord-284453-topozldw 81 7 data datum NNS cord-284453-topozldw 81 8 collection collection NN cord-284453-topozldw 81 9 methods method NNS cord-284453-topozldw 81 10 do do VBP cord-284453-topozldw 81 11 not not RB cord-284453-topozldw 81 12 change change VB cord-284453-topozldw 81 13 much much RB cord-284453-topozldw 81 14 , , , cord-284453-topozldw 81 15 then then RB cord-284453-topozldw 81 16 the the DT cord-284453-topozldw 81 17 predicted predict VBN cord-284453-topozldw 81 18 total total JJ cord-284453-topozldw 81 19 number number NN cord-284453-topozldw 81 20 of of IN cord-284453-topozldw 81 21 deaths death NNS cord-284453-topozldw 81 22 due due JJ cord-284453-topozldw 81 23 to to IN cord-284453-topozldw 81 24 the the DT cord-284453-topozldw 81 25 pandemic pandemic NN cord-284453-topozldw 81 26 until until IN cord-284453-topozldw 81 27 10 10 CD cord-284453-topozldw 81 28 June June NNP cord-284453-topozldw 81 29 2020 2020 CD cord-284453-topozldw 81 30 will will MD cord-284453-topozldw 81 31 be be VB cord-284453-topozldw 81 32 about about RB cord-284453-topozldw 81 33 6182 6182 CD cord-284453-topozldw 81 34 . . . cord-284453-topozldw 82 1 These these DT cord-284453-topozldw 82 2 two two CD cord-284453-topozldw 82 3 predictions prediction NNS cord-284453-topozldw 82 4 provide provide VBP cord-284453-topozldw 82 5 us -PRON- PRP cord-284453-topozldw 82 6 bounds bound NNS cord-284453-topozldw 82 7 of of IN cord-284453-topozldw 82 8 deaths death NNS cord-284453-topozldw 82 9 forecasted forecast VBN cord-284453-topozldw 82 10 for for IN cord-284453-topozldw 82 11 two two CD cord-284453-topozldw 82 12 different different JJ cord-284453-topozldw 82 13 scenarios scenario NNS cord-284453-topozldw 82 14 , , , cord-284453-topozldw 82 15 i.e. i.e. FW cord-284453-topozldw 82 16 usual usual JJ cord-284453-topozldw 82 17 trend trend NN cord-284453-topozldw 82 18 and and CC cord-284453-topozldw 82 19 extreme extreme JJ cord-284453-topozldw 82 20 case case NN cord-284453-topozldw 82 21 . . . cord-284453-topozldw 83 1 Uncertainty uncertainty NN cord-284453-topozldw 83 2 prevails prevail VBZ cord-284453-topozldw 83 3 in in IN cord-284453-topozldw 83 4 the the DT cord-284453-topozldw 83 5 future future NN cord-284453-topozldw 83 6 , , , cord-284453-topozldw 83 7 regardless regardless RB cord-284453-topozldw 83 8 of of IN cord-284453-topozldw 83 9 model model NN cord-284453-topozldw 83 10 and and CC cord-284453-topozldw 83 11 data datum NNS cord-284453-topozldw 83 12 , , , cord-284453-topozldw 83 13 which which WDT cord-284453-topozldw 83 14 need need VBP cord-284453-topozldw 83 15 to to TO cord-284453-topozldw 83 16 be be VB cord-284453-topozldw 83 17 kept keep VBN cord-284453-topozldw 83 18 in in IN cord-284453-topozldw 83 19 mind mind NN cord-284453-topozldw 83 20 while while IN cord-284453-topozldw 83 21 doing do VBG cord-284453-topozldw 83 22 or or CC cord-284453-topozldw 83 23 reading read VBG cord-284453-topozldw 83 24 any any DT cord-284453-topozldw 83 25 prediction prediction NN cord-284453-topozldw 83 26 , , , cord-284453-topozldw 83 27 and and CC cord-284453-topozldw 83 28 forecasting forecasting NN cord-284453-topozldw 84 1 COVID-19 COVID-19 NNP cord-284453-topozldw 84 2 is be VBZ cord-284453-topozldw 84 3 not not RB cord-284453-topozldw 84 4 an an DT cord-284453-topozldw 84 5 exception exception NN cord-284453-topozldw 84 6 . . . cord-284453-topozldw 85 1 It -PRON- PRP cord-284453-topozldw 85 2 is be VBZ cord-284453-topozldw 85 3 commendable commendable JJ cord-284453-topozldw 85 4 that that IN cord-284453-topozldw 85 5 India India NNP cord-284453-topozldw 85 6 despite despite IN cord-284453-topozldw 85 7 having have VBG cord-284453-topozldw 85 8 the the DT cord-284453-topozldw 85 9 largest large JJS cord-284453-topozldw 85 10 population population NN cord-284453-topozldw 85 11 density density NN cord-284453-topozldw 85 12 managed manage VBD cord-284453-topozldw 85 13 to to TO cord-284453-topozldw 85 14 limit limit VB cord-284453-topozldw 85 15 the the DT cord-284453-topozldw 85 16 outbreak outbreak NN cord-284453-topozldw 85 17 with with IN cord-284453-topozldw 85 18 its -PRON- PRP$ cord-284453-topozldw 85 19 timely timely JJ cord-284453-topozldw 85 20 intervention intervention NN cord-284453-topozldw 85 21 in in IN cord-284453-topozldw 85 22 terms term NNS cord-284453-topozldw 85 23 of of IN cord-284453-topozldw 85 24 country country NN cord-284453-topozldw 85 25 lockdown lockdown NN cord-284453-topozldw 85 26 . . . cord-284453-topozldw 86 1 Nevertheless nevertheless RB cord-284453-topozldw 86 2 , , , cord-284453-topozldw 86 3 the the DT cord-284453-topozldw 86 4 present present JJ cord-284453-topozldw 86 5 analysis analysis NN cord-284453-topozldw 86 6 would would MD cord-284453-topozldw 86 7 be be VB cord-284453-topozldw 86 8 very very RB cord-284453-topozldw 86 9 helpful helpful JJ cord-284453-topozldw 86 10 to to TO cord-284453-topozldw 86 11 deal deal VB cord-284453-topozldw 86 12 with with IN cord-284453-topozldw 86 13 the the DT cord-284453-topozldw 86 14 unwanted unwanted JJ cord-284453-topozldw 86 15 future future JJ cord-284453-topozldw 86 16 rising rise VBG cord-284453-topozldw 86 17 trend trend NN cord-284453-topozldw 86 18 of of IN cord-284453-topozldw 86 19 the the DT cord-284453-topozldw 86 20 COVID-19 covid-19 JJ cord-284453-topozldw 86 21 infections infection NNS cord-284453-topozldw 86 22 in in IN cord-284453-topozldw 86 23 India India NNP cord-284453-topozldw 86 24 and and CC cord-284453-topozldw 86 25 develop develop VB cord-284453-topozldw 86 26 guidelines guideline NNS cord-284453-topozldw 86 27 or or CC cord-284453-topozldw 86 28 strategies strategy NNS cord-284453-topozldw 86 29 to to TO cord-284453-topozldw 86 30 contain contain VB cord-284453-topozldw 86 31 the the DT cord-284453-topozldw 86 32 pandemic pandemic NN cord-284453-topozldw 86 33 . . . cord-284453-topozldw 87 1 Fig Fig NNP cord-284453-topozldw 87 2 . . NNP cord-284453-topozldw 87 3 4 4 CD cord-284453-topozldw 87 4 . . . cord-284453-topozldw 88 1 Shows show NNS cord-284453-topozldw 88 2 total total JJ cord-284453-topozldw 88 3 COVID-19 covid-19 JJ cord-284453-topozldw 88 4 deaths death NNS cord-284453-topozldw 88 5 in in IN cord-284453-topozldw 88 6 India India NNP cord-284453-topozldw 88 7 and and CC cord-284453-topozldw 88 8 simulation simulation NN cord-284453-topozldw 88 9 of of IN cord-284453-topozldw 88 10 COVID-19 covid-19 JJ cord-284453-topozldw 88 11 deaths death NNS cord-284453-topozldw 88 12 with with IN cord-284453-topozldw 88 13 confidence confidence NN cord-284453-topozldw 88 14 intervals interval NNS cord-284453-topozldw 88 15 of of IN cord-284453-topozldw 88 16 95 95 CD cord-284453-topozldw 88 17 % % NN cord-284453-topozldw 88 18 ( ( -LRB- cord-284453-topozldw 88 19 red red JJ cord-284453-topozldw 88 20 curve curve NN cord-284453-topozldw 88 21 ) ) -RRB- cord-284453-topozldw 88 22 . . . cord-284453-topozldw 89 1 Please please UH cord-284453-topozldw 89 2 note note VB cord-284453-topozldw 89 3 this this DT cord-284453-topozldw 89 4 is be VBZ cord-284453-topozldw 89 5 not not RB cord-284453-topozldw 89 6 just just RB cord-284453-topozldw 89 7 a a DT cord-284453-topozldw 89 8 curve curve NN cord-284453-topozldw 89 9 - - HYPH cord-284453-topozldw 89 10 fitting fit VBG cord-284453-topozldw 89 11 exercise exercise NN cord-284453-topozldw 89 12 ( ( -LRB- cord-284453-topozldw 89 13 actual actual JJ cord-284453-topozldw 89 14 reported report VBN cord-284453-topozldw 89 15 deaths death NNS cord-284453-topozldw 89 16 are be VBP cord-284453-topozldw 89 17 represented represent VBN cord-284453-topozldw 89 18 by by IN cord-284453-topozldw 89 19 blue blue JJ cord-284453-topozldw 89 20 curve curve NN cord-284453-topozldw 89 21 ) ) -RRB- cord-284453-topozldw 89 22 , , , cord-284453-topozldw 89 23 rather rather RB cord-284453-topozldw 89 24 a a DT cord-284453-topozldw 89 25 pure pure JJ cord-284453-topozldw 89 26 simulation simulation NN cord-284453-topozldw 89 27 of of IN cord-284453-topozldw 89 28 time time NN cord-284453-topozldw 89 29 series series NNP cord-284453-topozldw 89 30 . . . cord-284453-topozldw 90 1 Shows show VBZ cord-284453-topozldw 90 2 results result NNS cord-284453-topozldw 90 3 from from IN cord-284453-topozldw 90 4 SIR SIR NNP cord-284453-topozldw 90 5 model model NN cord-284453-topozldw 90 6 : : : cord-284453-topozldw 90 7 ( ( -LRB- cord-284453-topozldw 90 8 a a LS cord-284453-topozldw 90 9 ) ) -RRB- cord-284453-topozldw 90 10 total total JJ cord-284453-topozldw 90 11 number number NN cord-284453-topozldw 90 12 of of IN cord-284453-topozldw 90 13 predicted predict VBN cord-284453-topozldw 90 14 together together RB cord-284453-topozldw 90 15 with with IN cord-284453-topozldw 90 16 observed observed JJ cord-284453-topozldw 90 17 cases case NNS cord-284453-topozldw 90 18 , , , cord-284453-topozldw 90 19 and and CC cord-284453-topozldw 90 20 ( ( -LRB- cord-284453-topozldw 90 21 b b NN cord-284453-topozldw 90 22 ) ) -RRB- cord-284453-topozldw 90 23 number number NN cord-284453-topozldw 90 24 of of IN cord-284453-topozldw 90 25 COVID-19 covid-19 JJ cord-284453-topozldw 90 26 cases case NNS cord-284453-topozldw 90 27 per per IN cord-284453-topozldw 90 28 day day NN cord-284453-topozldw 90 29 in in IN cord-284453-topozldw 90 30 India India NNP cord-284453-topozldw 90 31 . . . cord-284453-topozldw 91 1 The the DT cord-284453-topozldw 91 2 different different JJ cord-284453-topozldw 91 3 colour colour NN cord-284453-topozldw 91 4 shades shade NNS cord-284453-topozldw 91 5 represent represent VBP cord-284453-topozldw 91 6 various various JJ cord-284453-topozldw 91 7 epidemy epidemy NN cord-284453-topozldw 91 8 phases phase NNS cord-284453-topozldw 91 9 , , , cord-284453-topozldw 91 10 e.g. e.g. DT cord-284453-topozldw 91 11 red red JJ cord-284453-topozldw 91 12 = = NN cord-284453-topozldw 91 13 fast fast JJ cord-284453-topozldw 91 14 growing growing NN cord-284453-topozldw 91 15 phase phase NN cord-284453-topozldw 91 16 ; ; : cord-284453-topozldw 91 17 yellow yellow JJ cord-284453-topozldw 91 18 = = SYM cord-284453-topozldw 91 19 transition transition NN cord-284453-topozldw 91 20 to to IN cord-284453-topozldw 91 21 steady steady JJ cord-284453-topozldw 91 22 - - HYPH cord-284453-topozldw 91 23 state state NN cord-284453-topozldw 91 24 phase phase NN cord-284453-topozldw 91 25 , , , cord-284453-topozldw 91 26 and and CC cord-284453-topozldw 91 27 green green JJ cord-284453-topozldw 91 28 = = SYM cord-284453-topozldw 91 29 conclusion conclusion NN cord-284453-topozldw 91 30 phase phase NN cord-284453-topozldw 91 31 ( ( -LRB- cord-284453-topozldw 91 32 plateau plateau NN cord-284453-topozldw 91 33 stage stage NN cord-284453-topozldw 91 34 ) ) -RRB- cord-284453-topozldw 91 35 . . . cord-284453-topozldw 92 1 DOI DOI NNP cord-284453-topozldw 92 2 : : : cord-284453-topozldw 93 1 10.1007 10.1007 CD cord-284453-topozldw 93 2 DOI DOI NNP cord-284453-topozldw 93 3 : : : cord-284453-topozldw 93 4 10 10 CD cord-284453-topozldw 93 5 . . . cord-284453-topozldw 94 1 /s12594 /s12594 LS cord-284453-topozldw 94 2 - - HYPH cord-284453-topozldw 94 3 020 020 CD cord-284453-topozldw 94 4 - - HYPH cord-284453-topozldw 94 5 1492 1492 CD cord-284453-topozldw 94 6 _SP cord-284453-topozldw 94 7 Fractal Fractal NNP cord-284453-topozldw 94 8 Models Models NNPS cord-284453-topozldw 94 9 in in IN cord-284453-topozldw 94 10 Exploration Exploration NNP cord-284453-topozldw 94 11 Geophysics Geophysics NNP cord-284453-topozldw 94 12 : : : cord-284453-topozldw 94 13 Applications application NNS cord-284453-topozldw 94 14 to to IN cord-284453-topozldw 94 15 Hydrocarbon Hydrocarbon NNP cord-284453-topozldw 94 16 Reservoirs Reservoirs NNP cord-284453-topozldw 94 17 Fractal Fractal NNP cord-284453-topozldw 94 18 Behaviour Behaviour NNP cord-284453-topozldw 94 19 of of IN cord-284453-topozldw 94 20 the the DT cord-284453-topozldw 94 21 Earth Earth NNP cord-284453-topozldw 94 22 System System NNP cord-284453-topozldw 94 23 Analysis Analysis NNP cord-284453-topozldw 94 24 and and CC cord-284453-topozldw 94 25 forecast forecast NN cord-284453-topozldw 94 26 of of IN cord-284453-topozldw 94 27 COVID-19 COVID-19 NNP cord-284453-topozldw 94 28 spreading spreading NN cord-284453-topozldw 94 29 in in IN cord-284453-topozldw 94 30 China China NNP cord-284453-topozldw 94 31 , , , cord-284453-topozldw 94 32 Italy Italy NNP cord-284453-topozldw 94 33 and and CC cord-284453-topozldw 94 34 France France NNP cord-284453-topozldw 94 35 Ending end VBG cord-284453-topozldw 94 36 coronavirus coronavirus NN cord-284453-topozldw 94 37 lockdowns lockdown NNS cord-284453-topozldw 94 38 will will MD cord-284453-topozldw 94 39 be be VB cord-284453-topozldw 94 40 a a DT cord-284453-topozldw 94 41 dangerous dangerous JJ cord-284453-topozldw 94 42 process process NN cord-284453-topozldw 94 43 of of IN cord-284453-topozldw 94 44 trial trial NN cord-284453-topozldw 94 45 and and CC cord-284453-topozldw 94 46 error error NN cord-284453-topozldw 95 1 The the DT cord-284453-topozldw 95 2 Mathematics Mathematics NNPS cord-284453-topozldw 95 3 of of IN cord-284453-topozldw 95 4 Infectious Infectious NNP cord-284453-topozldw 95 5 Diseases Diseases NNPS cord-284453-topozldw 95 6 Epidemic Epidemic NNP cord-284453-topozldw 95 7 analysis analysis NN cord-284453-topozldw 95 8 of of IN cord-284453-topozldw 95 9 COVID-19 COVID-19 NNP cord-284453-topozldw 95 10 in in IN cord-284453-topozldw 95 11 China China NNP cord-284453-topozldw 95 12 by by IN cord-284453-topozldw 95 13 dynamical dynamical JJ cord-284453-topozldw 95 14 modeling modeling NN cord-284453-topozldw 96 1 We -PRON- PRP cord-284453-topozldw 96 2 thank thank VBP cord-284453-topozldw 96 3 Director Director NNP cord-284453-topozldw 96 4 , , , cord-284453-topozldw 96 5 CSIR CSIR NNP cord-284453-topozldw 96 6 - - HYPH cord-284453-topozldw 96 7 NGRI NGRI NNP cord-284453-topozldw 96 8 for for IN cord-284453-topozldw 96 9 support support NN cord-284453-topozldw 96 10 and and CC cord-284453-topozldw 96 11 permission permission NN cord-284453-topozldw 96 12 to to TO cord-284453-topozldw 96 13 publish publish VB cord-284453-topozldw 96 14 the the DT cord-284453-topozldw 96 15 work work NN cord-284453-topozldw 96 16 . . .