id sid tid token lemma pos wm117m03v8n 1 1 chemical chemical ADJ wm117m03v8n 1 2 analysis analysis NOUN wm117m03v8n 1 3 is be AUX wm117m03v8n 1 4 being be AUX wm117m03v8n 1 5 performed perform VERB wm117m03v8n 1 6 in in ADP wm117m03v8n 1 7 devices device NOUN wm117m03v8n 1 8 operated operate VERB wm117m03v8n 1 9 at at ADP wm117m03v8n 1 10 ever ever ADV wm117m03v8n 1 11 decreasing decrease VERB wm117m03v8n 1 12 length length NOUN wm117m03v8n 1 13 scales scale NOUN wm117m03v8n 1 14 in in ADP wm117m03v8n 1 15 order order NOUN wm117m03v8n 1 16 to to PART wm117m03v8n 1 17 harness harness VERB wm117m03v8n 1 18 the the DET wm117m03v8n 1 19 fundamental fundamental ADJ wm117m03v8n 1 20 benefits benefit NOUN wm117m03v8n 1 21 of of ADP wm117m03v8n 1 22 micro micro ADJ wm117m03v8n 1 23 and and CCONJ wm117m03v8n 1 24 nanoscale nanoscale ADJ wm117m03v8n 1 25 phenomena phenomena PROPN wm117m03v8n 1 26 while while SCONJ wm117m03v8n 1 27 minimizing minimize VERB wm117m03v8n 1 28 operating operating NOUN wm117m03v8n 1 29 footprint footprint NOUN wm117m03v8n 1 30 and and CCONJ wm117m03v8n 1 31 sample sample NOUN wm117m03v8n 1 32 size size NOUN wm117m03v8n 1 33 . . PUNCT wm117m03v8n 2 1 the the DET wm117m03v8n 2 2 advantages advantage NOUN wm117m03v8n 2 3 of of ADP wm117m03v8n 2 4 moving move VERB wm117m03v8n 2 5 traditional traditional ADJ wm117m03v8n 2 6 sample sample NOUN wm117m03v8n 2 7 or or CCONJ wm117m03v8n 2 8 chemical chemical NOUN wm117m03v8n 2 9 processing processing NOUN wm117m03v8n 2 10 steps step NOUN wm117m03v8n 2 11 ( ( PUNCT wm117m03v8n 2 12 e.g. e.g. ADV wm117m03v8n 2 13 separation separation NOUN wm117m03v8n 2 14 , , PUNCT wm117m03v8n 2 15 detection detection NOUN wm117m03v8n 2 16 , , PUNCT wm117m03v8n 2 17 and and CCONJ wm117m03v8n 2 18 reaction reaction NOUN wm117m03v8n 2 19 ) ) PUNCT wm117m03v8n 2 20 into into ADP wm117m03v8n 2 21 microand microand PROPN wm117m03v8n 2 22 nanofluidic nanofluidic ADJ wm117m03v8n 2 23 devices device NOUN wm117m03v8n 2 24 have have AUX wm117m03v8n 2 25 been be AUX wm117m03v8n 2 26 demonstrated demonstrate VERB wm117m03v8n 2 27 , , PUNCT wm117m03v8n 2 28 and and CCONJ wm117m03v8n 2 29 they they PRON wm117m03v8n 2 30 arise arise VERB wm117m03v8n 2 31 from from ADP wm117m03v8n 2 32 the the DET wm117m03v8n 2 33 relatively relatively ADV wm117m03v8n 2 34 rapid rapid ADJ wm117m03v8n 2 35 rates rate NOUN wm117m03v8n 2 36 of of ADP wm117m03v8n 2 37 heat heat NOUN wm117m03v8n 2 38 and and CCONJ wm117m03v8n 2 39 mass mass NOUN wm117m03v8n 2 40 transport transport NOUN wm117m03v8n 2 41 at at ADP wm117m03v8n 2 42 small small ADJ wm117m03v8n 2 43 length length NOUN wm117m03v8n 2 44 scales scale NOUN wm117m03v8n 2 45 . . PUNCT wm117m03v8n 3 1 the the DET wm117m03v8n 3 2 use use NOUN wm117m03v8n 3 3 of of ADP wm117m03v8n 3 4 electrochemical electrochemical ADJ wm117m03v8n 3 5 methods method NOUN wm117m03v8n 3 6 in in ADP wm117m03v8n 3 7 microanoscale microanoscale ADJ wm117m03v8n 3 8 systems system NOUN wm117m03v8n 3 9 to to PART wm117m03v8n 3 10 control control VERB wm117m03v8n 3 11 and and CCONJ wm117m03v8n 3 12 improve improve VERB wm117m03v8n 3 13 these these DET wm117m03v8n 3 14 processes process NOUN wm117m03v8n 3 15 holds hold VERB wm117m03v8n 3 16 great great ADJ wm117m03v8n 3 17 promise promise NOUN wm117m03v8n 3 18 . . PUNCT wm117m03v8n 4 1 unfortunately unfortunately ADV wm117m03v8n 4 2 , , PUNCT wm117m03v8n 4 3 much much ADJ wm117m03v8n 4 4 is be AUX wm117m03v8n 4 5 still still ADV wm117m03v8n 4 6 not not PART wm117m03v8n 4 7 understood understand VERB wm117m03v8n 4 8 about about ADP wm117m03v8n 4 9 the the DET wm117m03v8n 4 10 coupling coupling NOUN wm117m03v8n 4 11 of of ADP wm117m03v8n 4 12 multiple multiple ADJ wm117m03v8n 4 13 electrode electrode NOUN wm117m03v8n 4 14 driven drive VERB wm117m03v8n 4 15 processes process NOUN wm117m03v8n 4 16 in in ADP wm117m03v8n 4 17 a a DET wm117m03v8n 4 18 confined confined ADJ wm117m03v8n 4 19 environment environment NOUN wm117m03v8n 4 20 nor nor CCONJ wm117m03v8n 4 21 about about ADP wm117m03v8n 4 22 the the DET wm117m03v8n 4 23 fundamental fundamental ADJ wm117m03v8n 4 24 changes change NOUN wm117m03v8n 4 25 in in ADP wm117m03v8n 4 26 device device NOUN wm117m03v8n 4 27 performance performance NOUN wm117m03v8n 4 28 that that PRON wm117m03v8n 4 29 occur occur VERB wm117m03v8n 4 30 as as SCONJ wm117m03v8n 4 31 geometries geometry NOUN wm117m03v8n 4 32 approach approach VERB wm117m03v8n 4 33 the the DET wm117m03v8n 4 34 nanoscale nanoscale ADJ wm117m03v8n 4 35 regime regime NOUN wm117m03v8n 4 36 . . PUNCT wm117m03v8n 5 1 at at ADP wm117m03v8n 5 2 the the DET wm117m03v8n 5 3 nanoscale nanoscale NOUN wm117m03v8n 5 4 a a DET wm117m03v8n 5 5 significant significant ADJ wm117m03v8n 5 6 fraction fraction NOUN wm117m03v8n 5 7 of of ADP wm117m03v8n 5 8 the the DET wm117m03v8n 5 9 sample sample NOUN wm117m03v8n 5 10 volume volume NOUN wm117m03v8n 5 11 is be AUX wm117m03v8n 5 12 in in ADP wm117m03v8n 5 13 close close ADJ wm117m03v8n 5 14 contact contact NOUN wm117m03v8n 5 15 with with ADP wm117m03v8n 5 16 the the DET wm117m03v8n 5 17 device device NOUN wm117m03v8n 5 18 surface surface NOUN wm117m03v8n 5 19 , , PUNCT wm117m03v8n 5 20 i.e. i.e. X wm117m03v8n 5 21 most most ADJ wm117m03v8n 5 22 of of ADP wm117m03v8n 5 23 the the DET wm117m03v8n 5 24 sample sample NOUN wm117m03v8n 5 25 is be AUX wm117m03v8n 5 26 contained contain VERB wm117m03v8n 5 27 within within ADP wm117m03v8n 5 28 electronic electronic ADJ wm117m03v8n 5 29 or or CCONJ wm117m03v8n 5 30 diffusion diffusion NOUN wm117m03v8n 5 31 layers layer NOUN wm117m03v8n 5 32 associated associate VERB wm117m03v8n 5 33 with with ADP wm117m03v8n 5 34 surface surface NOUN wm117m03v8n 5 35 charge charge NOUN wm117m03v8n 5 36 or or CCONJ wm117m03v8n 5 37 surface surface NOUN wm117m03v8n 5 38 reactions reaction NOUN wm117m03v8n 5 39 , , PUNCT wm117m03v8n 5 40 respectively respectively ADV wm117m03v8n 5 41 . . PUNCT wm117m03v8n 6 1 the the DET wm117m03v8n 6 2 work work NOUN wm117m03v8n 6 3 presented present VERB wm117m03v8n 6 4 in in ADP wm117m03v8n 6 5 this this DET wm117m03v8n 6 6 thesis thesis NOUN wm117m03v8n 6 7 aims aim VERB wm117m03v8n 6 8 to to PART wm117m03v8n 6 9 understand understand VERB wm117m03v8n 6 10 some some DET wm117m03v8n 6 11 fundamental fundamental ADJ wm117m03v8n 6 12 different different ADJ wm117m03v8n 6 13 behaviors behavior NOUN wm117m03v8n 6 14 observed observe VERB wm117m03v8n 6 15 in in ADP wm117m03v8n 6 16 microanofluidic microanofluidic ADJ wm117m03v8n 6 17 structures structure NOUN wm117m03v8n 6 18 , , PUNCT wm117m03v8n 6 19 particularly particularly ADV wm117m03v8n 6 20 those those PRON wm117m03v8n 6 21 containing contain VERB wm117m03v8n 6 22 one one NUM wm117m03v8n 6 23 or or CCONJ wm117m03v8n 6 24 more more ADV wm117m03v8n 6 25 embedded embedded ADJ wm117m03v8n 6 26 , , PUNCT wm117m03v8n 6 27 metallic metallic ADJ wm117m03v8n 6 28 electrode electrode ADJ wm117m03v8n 6 29 structures structure NOUN wm117m03v8n 6 30 . . PUNCT wm117m03v8n 7 1 first first ADV wm117m03v8n 7 2 , , PUNCT wm117m03v8n 7 3 a a DET wm117m03v8n 7 4 quantitative quantitative ADJ wm117m03v8n 7 5 method method NOUN wm117m03v8n 7 6 is be AUX wm117m03v8n 7 7 devised devise VERB wm117m03v8n 7 8 to to PART wm117m03v8n 7 9 describe describe VERB wm117m03v8n 7 10 the the DET wm117m03v8n 7 11 impact impact NOUN wm117m03v8n 7 12 of of ADP wm117m03v8n 7 13 electric electric ADJ wm117m03v8n 7 14 fields field NOUN wm117m03v8n 7 15 on on ADP wm117m03v8n 7 16 electrochemistry electrochemistry NOUN wm117m03v8n 7 17 in in ADP wm117m03v8n 7 18 multi multi ADJ wm117m03v8n 7 19 - - ADJ wm117m03v8n 7 20 electrode electrode ADJ wm117m03v8n 7 21 microanofluidic microanofluidic ADJ wm117m03v8n 7 22 systems system NOUN wm117m03v8n 7 23 . . PUNCT wm117m03v8n 8 1 next next ADP wm117m03v8n 8 2 the the DET wm117m03v8n 8 3 chemical chemical ADJ wm117m03v8n 8 4 manipulation manipulation NOUN wm117m03v8n 8 5 of of ADP wm117m03v8n 8 6 small small ADJ wm117m03v8n 8 7 volumes volume NOUN wm117m03v8n 8 8 ( ( PUNCT wm117m03v8n 8 9 & & CCONJ wm117m03v8n 8 10 # # SYM wm117m03v8n 8 11 8804 8804 NUM wm117m03v8n 8 12 ; ; PUNCT wm117m03v8n 8 13 10 10 NUM wm117m03v8n 8 14 - - SYM wm117m03v8n 8 15 13 13 NUM wm117m03v8n 8 16 l l NOUN wm117m03v8n 8 17 ) ) PUNCT wm117m03v8n 8 18 in in ADP wm117m03v8n 8 19 microanofluidic microanofluidic ADJ wm117m03v8n 8 20 structures structure NOUN wm117m03v8n 8 21 is be AUX wm117m03v8n 8 22 explored explore VERB wm117m03v8n 8 23 by by ADP wm117m03v8n 8 24 creating create VERB wm117m03v8n 8 25 regions region NOUN wm117m03v8n 8 26 of of ADP wm117m03v8n 8 27 high high ADJ wm117m03v8n 8 28 ph ph NOUN wm117m03v8n 8 29 and and CCONJ wm117m03v8n 8 30 high high ADJ wm117m03v8n 8 31 dissolved dissolved ADJ wm117m03v8n 8 32 gas gas NOUN wm117m03v8n 8 33 ( ( PUNCT wm117m03v8n 8 34 h2 h2 NOUN wm117m03v8n 8 35 ) ) PUNCT wm117m03v8n 8 36 concentration concentration NOUN wm117m03v8n 8 37 through through ADP wm117m03v8n 8 38 the the DET wm117m03v8n 8 39 electrolysis electrolysis NOUN wm117m03v8n 8 40 of of ADP wm117m03v8n 8 41 h2o h2o PROPN wm117m03v8n 8 42 . . PUNCT wm117m03v8n 9 1 massively massively PROPN wm117m03v8n 9 2 parallel parallel ADJ wm117m03v8n 9 3 arrays array NOUN wm117m03v8n 9 4 of of ADP wm117m03v8n 9 5 nanochannel nanochannel ADJ wm117m03v8n 9 6 electrodes electrode NOUN wm117m03v8n 9 7 , , PUNCT wm117m03v8n 9 8 or or CCONJ wm117m03v8n 9 9 embedded embed VERB wm117m03v8n 9 10 annular annular ADJ wm117m03v8n 9 11 nanoband nanoband NOUN wm117m03v8n 9 12 electrodes electrode NOUN wm117m03v8n 9 13 ( ( PUNCT wm117m03v8n 9 14 eanes eane NOUN wm117m03v8n 9 15 ) ) PUNCT wm117m03v8n 9 16 , , PUNCT wm117m03v8n 9 17 are be AUX wm117m03v8n 9 18 then then ADV wm117m03v8n 9 19 studied study VERB wm117m03v8n 9 20 with with ADP wm117m03v8n 9 21 a a DET wm117m03v8n 9 22 focus focus NOUN wm117m03v8n 9 23 on on ADP wm117m03v8n 9 24 achieving achieve VERB wm117m03v8n 9 25 enhanced enhanced ADJ wm117m03v8n 9 26 signals signal NOUN wm117m03v8n 9 27 due due ADP wm117m03v8n 9 28 to to ADP wm117m03v8n 9 29 coupled couple VERB wm117m03v8n 9 30 electrokinetic electrokinetic ADJ wm117m03v8n 9 31 and and CCONJ wm117m03v8n 9 32 electrochemical electrochemical ADJ wm117m03v8n 9 33 effects effect NOUN wm117m03v8n 9 34 . . PUNCT wm117m03v8n 10 1 in in ADP wm117m03v8n 10 2 eane eane NOUN wm117m03v8n 10 3 devices device NOUN wm117m03v8n 10 4 , , PUNCT wm117m03v8n 10 5 electroosmotic electroosmotic ADJ wm117m03v8n 10 6 flow flow NOUN wm117m03v8n 10 7 results result NOUN wm117m03v8n 10 8 from from ADP wm117m03v8n 10 9 the the DET wm117m03v8n 10 10 electric electric ADJ wm117m03v8n 10 11 field field NOUN wm117m03v8n 10 12 generated generate VERB wm117m03v8n 10 13 between between ADP wm117m03v8n 10 14 the the DET wm117m03v8n 10 15 closely closely ADV wm117m03v8n 10 16 spaced space VERB wm117m03v8n 10 17 working working NOUN wm117m03v8n 10 18 and and CCONJ wm117m03v8n 10 19 counter counter INTJ wm117m03v8n 10 20 electrode electrode NOUN wm117m03v8n 10 21 , , PUNCT wm117m03v8n 10 22 causing cause VERB wm117m03v8n 10 23 beneficial beneficial ADJ wm117m03v8n 10 24 convective convective ADJ wm117m03v8n 10 25 transport transport NOUN wm117m03v8n 10 26 to to ADP wm117m03v8n 10 27 the the DET wm117m03v8n 10 28 electrode electrode ADJ wm117m03v8n 10 29 surface surface NOUN wm117m03v8n 10 30 . . PUNCT wm117m03v8n 11 1 finally finally ADV wm117m03v8n 11 2 , , PUNCT wm117m03v8n 11 3 redox redox ADJ wm117m03v8n 11 4 cycling cycling NOUN wm117m03v8n 11 5 of of ADP wm117m03v8n 11 6 electroactive electroactive ADJ wm117m03v8n 11 7 species specie NOUN wm117m03v8n 11 8 at at ADP wm117m03v8n 11 9 recessed recessed ADJ wm117m03v8n 11 10 ring ring NOUN wm117m03v8n 11 11 - - PUNCT wm117m03v8n 11 12 disk disk NOUN wm117m03v8n 11 13 nanoelectrode nanoelectrode NOUN wm117m03v8n 11 14 arrays array NOUN wm117m03v8n 11 15 is be AUX wm117m03v8n 11 16 described describe VERB wm117m03v8n 11 17 with with ADP wm117m03v8n 11 18 a a DET wm117m03v8n 11 19 focus focus NOUN wm117m03v8n 11 20 on on ADP wm117m03v8n 11 21 the the DET wm117m03v8n 11 22 use use NOUN wm117m03v8n 11 23 of of ADP wm117m03v8n 11 24 finite finite ADJ wm117m03v8n 11 25 element element NOUN wm117m03v8n 11 26 calculations calculation NOUN wm117m03v8n 11 27 to to PART wm117m03v8n 11 28 predict predict VERB wm117m03v8n 11 29 electrode electrode ADJ wm117m03v8n 11 30 performance performance NOUN wm117m03v8n 11 31 as as ADP wm117m03v8n 11 32 a a DET wm117m03v8n 11 33 function function NOUN wm117m03v8n 11 34 of of ADP wm117m03v8n 11 35 electrode electrode ADJ wm117m03v8n 11 36 geometry geometry NOUN wm117m03v8n 11 37 . . PUNCT wm117m03v8n 12 1 the the DET wm117m03v8n 12 2 improved improved ADJ wm117m03v8n 12 3 understanding understanding NOUN wm117m03v8n 12 4 of of ADP wm117m03v8n 12 5 electrochemistry electrochemistry NOUN wm117m03v8n 12 6 , , PUNCT wm117m03v8n 12 7 electrokinetics electrokinetic NOUN wm117m03v8n 12 8 and and CCONJ wm117m03v8n 12 9 mass mass ADJ wm117m03v8n 12 10 transport transport NOUN wm117m03v8n 12 11 in in ADP wm117m03v8n 12 12 micrometer micrometer NOUN wm117m03v8n 12 13 and and CCONJ wm117m03v8n 12 14 nanometer nanometer NOUN wm117m03v8n 12 15 scale scale NOUN wm117m03v8n 12 16 structures structure NOUN wm117m03v8n 12 17 presented present VERB wm117m03v8n 12 18 in in ADP wm117m03v8n 12 19 this this DET wm117m03v8n 12 20 thesis thesis NOUN wm117m03v8n 12 21 should should AUX wm117m03v8n 12 22 guide guide VERB wm117m03v8n 12 23 the the DET wm117m03v8n 12 24 development development NOUN wm117m03v8n 12 25 of of ADP wm117m03v8n 12 26 next next ADJ wm117m03v8n 12 27 - - PUNCT wm117m03v8n 12 28 generation generation NOUN wm117m03v8n 12 29 devices device NOUN wm117m03v8n 12 30 for for ADP wm117m03v8n 12 31 combinatorial combinatorial NOUN wm117m03v8n 12 32 processing processing NOUN wm117m03v8n 12 33 involving involve VERB wm117m03v8n 12 34 electrochemical electrochemical ADJ wm117m03v8n 12 35 analysis analysis NOUN wm117m03v8n 12 36 , , PUNCT wm117m03v8n 12 37 reagent reagent ADJ wm117m03v8n 12 38 generation generation NOUN wm117m03v8n 12 39 and and CCONJ wm117m03v8n 12 40 heterogeneous heterogeneous ADJ wm117m03v8n 12 41 reaction reaction NOUN wm117m03v8n 12 42 . . PUNCT