id sid tid token lemma pos rj430290k9n 1 1 microwave microwave NOUN rj430290k9n 1 2 spin spin NOUN rj430290k9n 1 3 - - PUNCT rj430290k9n 1 4 wave wave NOUN rj430290k9n 1 5 circuits circuit NOUN rj430290k9n 1 6 have have VERB rj430290k9n 1 7 the the DET rj430290k9n 1 8 potential potential NOUN rj430290k9n 1 9 to to PART rj430290k9n 1 10 vastly vastly ADV rj430290k9n 1 11 outperform outperform VERB rj430290k9n 1 12 the the DET rj430290k9n 1 13 current current ADJ rj430290k9n 1 14 state state NOUN rj430290k9n 1 15 - - PUNCT rj430290k9n 1 16 of of ADP rj430290k9n 1 17 - - PUNCT rj430290k9n 1 18 the the DET rj430290k9n 1 19 - - PUNCT rj430290k9n 1 20 art art NOUN rj430290k9n 1 21 rf rf NUM rj430290k9n 1 22 front front ADJ rj430290k9n 1 23 - - PUNCT rj430290k9n 1 24 end end NOUN rj430290k9n 1 25 devices device NOUN rj430290k9n 1 26 . . PUNCT rj430290k9n 2 1 efficient efficient ADJ rj430290k9n 2 2 spin spin NOUN rj430290k9n 2 3 - - PUNCT rj430290k9n 2 4 wave wave NOUN rj430290k9n 2 5 circuits circuit NOUN rj430290k9n 2 6 are be AUX rj430290k9n 2 7 necessary necessary ADJ rj430290k9n 2 8 to to PART rj430290k9n 2 9 enable enable VERB rj430290k9n 2 10 a a DET rj430290k9n 2 11 host host NOUN rj430290k9n 2 12 of of ADP rj430290k9n 2 13 on on ADP rj430290k9n 2 14 - - PUNCT rj430290k9n 2 15 chip chip NOUN rj430290k9n 2 16 microwave microwave NOUN rj430290k9n 2 17 components component NOUN rj430290k9n 2 18 , , PUNCT rj430290k9n 2 19 including include VERB rj430290k9n 2 20 tunable tunable ADJ rj430290k9n 2 21 filters filter NOUN rj430290k9n 2 22 at at ADP rj430290k9n 2 23 millimeterwaves millimeterwave NOUN rj430290k9n 2 24 for for ADP rj430290k9n 2 25 radio radio NOUN rj430290k9n 2 26 front front NOUN rj430290k9n 2 27 - - PUNCT rj430290k9n 2 28 ends end NOUN rj430290k9n 2 29 , , PUNCT rj430290k9n 2 30 true true ADJ rj430290k9n 2 31 - - PUNCT rj430290k9n 2 32 time time NOUN rj430290k9n 2 33 delays delay NOUN rj430290k9n 2 34 , , PUNCT rj430290k9n 2 35 attenuators attenuator NOUN rj430290k9n 2 36 , , PUNCT rj430290k9n 2 37 non non ADJ rj430290k9n 2 38 - - ADJ rj430290k9n 2 39 reciprocal reciprocal ADJ rj430290k9n 2 40 devices device NOUN rj430290k9n 2 41 , , PUNCT rj430290k9n 2 42 and and CCONJ rj430290k9n 2 43 frequency frequency NOUN rj430290k9n 2 44 selective selective ADJ rj430290k9n 2 45 limiters limiter NOUN rj430290k9n 2 46 ( ( PUNCT rj430290k9n 2 47 fsls fsls NOUN rj430290k9n 2 48 ) ) PUNCT rj430290k9n 2 49 . . PUNCT rj430290k9n 3 1 microwave microwave NOUN rj430290k9n 3 2 spin spin NOUN rj430290k9n 3 3 - - PUNCT rj430290k9n 3 4 wave wave NOUN rj430290k9n 3 5 circuits circuit NOUN rj430290k9n 3 6 also also ADV rj430290k9n 3 7 hold hold VERB rj430290k9n 3 8 promise promise NOUN rj430290k9n 3 9 for for ADP rj430290k9n 3 10 wave wave NOUN rj430290k9n 3 11 - - PUNCT rj430290k9n 3 12 based base VERB rj430290k9n 3 13 computing computing NOUN rj430290k9n 3 14 and and CCONJ rj430290k9n 3 15 boolean boolean ADJ rj430290k9n 3 16 computing computing NOUN rj430290k9n 3 17 applications application NOUN rj430290k9n 3 18 because because SCONJ rj430290k9n 3 19 of of ADP rj430290k9n 3 20 their their PRON rj430290k9n 3 21 miniature miniature ADJ rj430290k9n 3 22 wavelengths wavelength NOUN rj430290k9n 3 23 at at ADP rj430290k9n 3 24 microwave microwave NOUN rj430290k9n 3 25 frequencies.spin frequencies.spin NOUN rj430290k9n 3 26 waves wave NOUN rj430290k9n 3 27 are be AUX rj430290k9n 3 28 propagating propagate VERB rj430290k9n 3 29 modes mode NOUN rj430290k9n 3 30 of of ADP rj430290k9n 3 31 precessing precess VERB rj430290k9n 3 32 magnetic magnetic ADJ rj430290k9n 3 33 dipole dipole NOUN rj430290k9n 3 34 moments moment NOUN rj430290k9n 3 35 driven drive VERB rj430290k9n 3 36 by by ADP rj430290k9n 3 37 maxwellian maxwellian ADJ rj430290k9n 3 38 fields field NOUN rj430290k9n 3 39 and and CCONJ rj430290k9n 3 40 quantum quantum ADP rj430290k9n 3 41 mechanical mechanical ADJ rj430290k9n 3 42 interactions interaction NOUN rj430290k9n 3 43 . . PUNCT rj430290k9n 4 1 these these DET rj430290k9n 4 2 waves wave NOUN rj430290k9n 4 3 can can AUX rj430290k9n 4 4 be be AUX rj430290k9n 4 5 excited excite VERB rj430290k9n 4 6 by by ADP rj430290k9n 4 7 rf rf ADJ rj430290k9n 4 8 currents current NOUN rj430290k9n 4 9 at at ADP rj430290k9n 4 10 frequencies frequency NOUN rj430290k9n 4 11 up up ADP rj430290k9n 4 12 to to PART rj430290k9n 4 13 100 100 NUM rj430290k9n 4 14 ghz ghz NOUN rj430290k9n 4 15 , , PUNCT rj430290k9n 4 16 propagate propagate VERB rj430290k9n 4 17 with with ADP rj430290k9n 4 18 velocities velocity NOUN rj430290k9n 4 19 on on ADP rj430290k9n 4 20 the the DET rj430290k9n 4 21 order order NOUN rj430290k9n 4 22 of of ADP rj430290k9n 4 23 1000 1000 NUM rj430290k9n 4 24 m m NOUN rj430290k9n 4 25 / / SYM rj430290k9n 4 26 s s NUM rj430290k9n 4 27 , , PUNCT rj430290k9n 4 28 and and CCONJ rj430290k9n 4 29 exhibit exhibit VERB rj430290k9n 4 30 non non ADJ rj430290k9n 4 31 - - ADJ rj430290k9n 4 32 linear linear ADJ rj430290k9n 4 33 behavior.development behavior.development NOUN rj430290k9n 4 34 of of ADP rj430290k9n 4 35 these these DET rj430290k9n 4 36 devices device NOUN rj430290k9n 4 37 has have AUX rj430290k9n 4 38 been be AUX rj430290k9n 4 39 stymied stymie VERB rj430290k9n 4 40 by by ADP rj430290k9n 4 41 inefficient inefficient ADJ rj430290k9n 4 42 conversion conversion NOUN rj430290k9n 4 43 of of ADP rj430290k9n 4 44 electromagnetic electromagnetic ADJ rj430290k9n 4 45 ( ( PUNCT rj430290k9n 4 46 em em NOUN rj430290k9n 4 47 ) ) PUNCT rj430290k9n 4 48 waves wave NOUN rj430290k9n 4 49 to to PART rj430290k9n 4 50 spin spin VERB rj430290k9n 4 51 waves wave NOUN rj430290k9n 4 52 . . PUNCT rj430290k9n 5 1 fundamentally fundamentally ADV rj430290k9n 5 2 , , PUNCT rj430290k9n 5 3 efficient efficient ADJ rj430290k9n 5 4 transduction transduction NOUN rj430290k9n 5 5 requires require VERB rj430290k9n 5 6 matching match VERB rj430290k9n 5 7 the the DET rj430290k9n 5 8 periodicity periodicity NOUN rj430290k9n 5 9 of of ADP rj430290k9n 5 10 em em PROPN rj430290k9n 5 11 fields field NOUN rj430290k9n 5 12 to to ADP rj430290k9n 5 13 the the DET rj430290k9n 5 14 periodicity periodicity NOUN rj430290k9n 5 15 of of ADP rj430290k9n 5 16 spin spin NOUN rj430290k9n 5 17 wave wave NOUN rj430290k9n 5 18 fields field NOUN rj430290k9n 5 19 , , PUNCT rj430290k9n 5 20 a a DET rj430290k9n 5 21 difficult difficult ADJ rj430290k9n 5 22 task task NOUN rj430290k9n 5 23 considering consider VERB rj430290k9n 5 24 their their PRON rj430290k9n 5 25 respective respective ADJ rj430290k9n 5 26 wavelengths.this wavelengths.this ADJ rj430290k9n 5 27 challenge challenge NOUN rj430290k9n 5 28 is be AUX rj430290k9n 5 29 compounded compound VERB rj430290k9n 5 30 by by ADP rj430290k9n 5 31 a a DET rj430290k9n 5 32 lack lack NOUN rj430290k9n 5 33 of of ADP rj430290k9n 5 34 fully fully ADV rj430290k9n 5 35 - - PUNCT rj430290k9n 5 36 coupled couple VERB rj430290k9n 5 37 electromagnetic electromagnetic ADJ rj430290k9n 5 38 - - PUNCT rj430290k9n 5 39 micromagnetic micromagnetic ADJ rj430290k9n 5 40 simulation simulation NOUN rj430290k9n 5 41 tools tool NOUN rj430290k9n 5 42 . . PUNCT rj430290k9n 6 1 existing exist VERB rj430290k9n 6 2 numerical numerical ADJ rj430290k9n 6 3 methods method NOUN rj430290k9n 6 4 and and CCONJ rj430290k9n 6 5 theoretical theoretical ADJ rj430290k9n 6 6 formulations formulation NOUN rj430290k9n 6 7 typically typically ADV rj430290k9n 6 8 rely rely VERB rj430290k9n 6 9 on on ADP rj430290k9n 6 10 numerous numerous ADJ rj430290k9n 6 11 simplifying simplifying ADJ rj430290k9n 6 12 assumptions assumption NOUN rj430290k9n 6 13 , , PUNCT rj430290k9n 6 14 predominantly predominantly ADV rj430290k9n 6 15 valid valid ADJ rj430290k9n 6 16 in in ADP rj430290k9n 6 17 the the DET rj430290k9n 6 18 maxwellian maxwellian ADJ rj430290k9n 6 19 ( ( PUNCT rj430290k9n 6 20 classical classical ADJ rj430290k9n 6 21 ) ) PUNCT rj430290k9n 6 22 regime regime NOUN rj430290k9n 6 23 , , PUNCT rj430290k9n 6 24 to to PART rj430290k9n 6 25 approximately approximately ADV rj430290k9n 6 26 predict predict VERB rj430290k9n 6 27 the the DET rj430290k9n 6 28 energy energy NOUN rj430290k9n 6 29 conversion conversion NOUN rj430290k9n 6 30 between between ADP rj430290k9n 6 31 domains domain NOUN rj430290k9n 6 32 . . PUNCT rj430290k9n 7 1 however however ADV rj430290k9n 7 2 , , PUNCT rj430290k9n 7 3 there there PRON rj430290k9n 7 4 has have AUX rj430290k9n 7 5 been be AUX rj430290k9n 7 6 a a DET rj430290k9n 7 7 significant significant ADJ rj430290k9n 7 8 hiatus hiatus NOUN rj430290k9n 7 9 in in ADP rj430290k9n 7 10 rigorous rigorous ADJ rj430290k9n 7 11 , , PUNCT rj430290k9n 7 12 quantitative quantitative ADJ rj430290k9n 7 13 transducer transducer NOUN rj430290k9n 7 14 analysis analysis NOUN rj430290k9n 7 15 since since SCONJ rj430290k9n 7 16 the the DET rj430290k9n 7 17 1990s 1990s NUM rj430290k9n 7 18 , , PUNCT rj430290k9n 7 19 prior prior ADV rj430290k9n 7 20 to to ADP rj430290k9n 7 21 which which PRON rj430290k9n 7 22 most most ADJ rj430290k9n 7 23 of of ADP rj430290k9n 7 24 the the DET rj430290k9n 7 25 foundational foundational ADJ rj430290k9n 7 26 theoretical theoretical ADJ rj430290k9n 7 27 work work NOUN rj430290k9n 7 28 was be AUX rj430290k9n 7 29 published.this published.this DET rj430290k9n 7 30 dissertation dissertation NOUN rj430290k9n 7 31 studies study NOUN rj430290k9n 7 32 the the DET rj430290k9n 7 33 principles principle NOUN rj430290k9n 7 34 behind behind ADP rj430290k9n 7 35 efficient efficient ADJ rj430290k9n 7 36 em em PROPN rj430290k9n 7 37 - - PUNCT rj430290k9n 7 38 to to ADP rj430290k9n 7 39 - - PUNCT rj430290k9n 7 40 spinwave spinwave VERB rj430290k9n 7 41 transduction transduction NOUN rj430290k9n 7 42 by by ADP rj430290k9n 7 43 utilizing utilize VERB rj430290k9n 7 44 existing exist VERB rj430290k9n 7 45 magnetostatic magnetostatic ADJ rj430290k9n 7 46 and and CCONJ rj430290k9n 7 47 exchange exchange NOUN rj430290k9n 7 48 regime regime NOUN rj430290k9n 7 49 theory theory NOUN rj430290k9n 7 50 along along ADP rj430290k9n 7 51 with with ADP rj430290k9n 7 52 the the DET rj430290k9n 7 53 finite finite ADJ rj430290k9n 7 54 element element NOUN rj430290k9n 7 55 method method NOUN rj430290k9n 7 56 ( ( PUNCT rj430290k9n 7 57 fem fem PROPN rj430290k9n 7 58 ) ) PUNCT rj430290k9n 7 59 . . PUNCT rj430290k9n 8 1 a a DET rj430290k9n 8 2 major major ADJ rj430290k9n 8 3 focus focus NOUN rj430290k9n 8 4 of of ADP rj430290k9n 8 5 this this DET rj430290k9n 8 6 work work NOUN rj430290k9n 8 7 includes include VERB rj430290k9n 8 8 providing provide VERB rj430290k9n 8 9 a a DET rj430290k9n 8 10 design design NOUN rj430290k9n 8 11 methodology methodology NOUN rj430290k9n 8 12 that that PRON rj430290k9n 8 13 accurately accurately ADV rj430290k9n 8 14 and and CCONJ rj430290k9n 8 15 rapidly rapidly ADV rj430290k9n 8 16 predicts predict VERB rj430290k9n 8 17 a a DET rj430290k9n 8 18 transducer transducer NOUN rj430290k9n 8 19 's 's PART rj430290k9n 8 20 performance performance NOUN rj430290k9n 8 21 . . PUNCT rj430290k9n 9 1 various various ADJ rj430290k9n 9 2 transducer transducer NOUN rj430290k9n 9 3 designs design NOUN rj430290k9n 9 4 , , PUNCT rj430290k9n 9 5 some some PRON rj430290k9n 9 6 of of ADP rj430290k9n 9 7 which which PRON rj430290k9n 9 8 are be AUX rj430290k9n 9 9 ubiquitous ubiquitous ADJ rj430290k9n 9 10 but but CCONJ rj430290k9n 9 11 perform perform VERB rj430290k9n 9 12 poorly poorly ADV rj430290k9n 9 13 and and CCONJ rj430290k9n 9 14 some some PRON rj430290k9n 9 15 that that PRON rj430290k9n 9 16 have have AUX rj430290k9n 9 17 been be AUX rj430290k9n 9 18 mathematically mathematically ADV rj430290k9n 9 19 but but CCONJ rj430290k9n 9 20 not not PART rj430290k9n 9 21 practically practically ADV rj430290k9n 9 22 evaluated evaluate VERB rj430290k9n 9 23 for for ADP rj430290k9n 9 24 their their PRON rj430290k9n 9 25 potential potential NOUN rj430290k9n 9 26 , , PUNCT rj430290k9n 9 27 are be AUX rj430290k9n 9 28 examined examine VERB rj430290k9n 9 29 for for ADP rj430290k9n 9 30 fundamental fundamental ADJ rj430290k9n 9 31 efficiency efficiency NOUN rj430290k9n 9 32 and and CCONJ rj430290k9n 9 33 bandwidth bandwidth ADJ rj430290k9n 9 34 limitations limitation NOUN rj430290k9n 9 35 . . PUNCT rj430290k9n 10 1 this this DET rj430290k9n 10 2 dissertation dissertation NOUN rj430290k9n 10 3 also also ADV rj430290k9n 10 4 considers consider VERB rj430290k9n 10 5 system system NOUN rj430290k9n 10 6 - - PUNCT rj430290k9n 10 7 level level NOUN rj430290k9n 10 8 ramifications ramification NOUN rj430290k9n 10 9 imposed impose VERB rj430290k9n 10 10 by by ADP rj430290k9n 10 11 transducers transducer NOUN rj430290k9n 10 12 on on ADP rj430290k9n 10 13 microwave microwave NOUN rj430290k9n 10 14 circuits circuit NOUN rj430290k9n 10 15 , , PUNCT rj430290k9n 10 16 such such ADJ rj430290k9n 10 17 as as ADP rj430290k9n 10 18 the the DET rj430290k9n 10 19 need need NOUN rj430290k9n 10 20 for for ADP rj430290k9n 10 21 and and CCONJ rj430290k9n 10 22 complexity complexity NOUN rj430290k9n 10 23 of of ADP rj430290k9n 10 24 matching match VERB rj430290k9n 10 25 networks network NOUN rj430290k9n 10 26 . . PUNCT rj430290k9n 11 1 an an DET rj430290k9n 11 2 end end NOUN rj430290k9n 11 3 - - PUNCT rj430290k9n 11 4 to to ADP rj430290k9n 11 5 - - PUNCT rj430290k9n 11 6 end end NOUN rj430290k9n 11 7 microwave microwave NOUN rj430290k9n 11 8 / / SYM rj430290k9n 11 9 spin spin NOUN rj430290k9n 11 10 - - PUNCT rj430290k9n 11 11 wave wave NOUN rj430290k9n 11 12 transducer transducer NOUN rj430290k9n 11 13 model model NOUN rj430290k9n 11 14 is be AUX rj430290k9n 11 15 proposed propose VERB rj430290k9n 11 16 that that PRON rj430290k9n 11 17 permits permit VERB rj430290k9n 11 18 the the DET rj430290k9n 11 19 use use NOUN rj430290k9n 11 20 of of ADP rj430290k9n 11 21 classical classical ADJ rj430290k9n 11 22 microwave microwave NOUN rj430290k9n 11 23 network network NOUN rj430290k9n 11 24 analysis analysis NOUN rj430290k9n 11 25 and and CCONJ rj430290k9n 11 26 matching matching NOUN rj430290k9n 11 27 theory theory NOUN rj430290k9n 11 28 towards towards ADP rj430290k9n 11 29 analyzing analyze VERB rj430290k9n 11 30 and and CCONJ rj430290k9n 11 31 designing design VERB rj430290k9n 11 32 efficient efficient ADJ rj430290k9n 11 33 transduction transduction NOUN rj430290k9n 11 34 systems system NOUN rj430290k9n 11 35 . . PUNCT rj430290k9n 12 1 this this DET rj430290k9n 12 2 research research NOUN rj430290k9n 12 3 culminates culminate VERB rj430290k9n 12 4 in in ADP rj430290k9n 12 5 calibrated calibrate VERB rj430290k9n 12 6 , , PUNCT rj430290k9n 12 7 on on ADP rj430290k9n 12 8 - - PUNCT rj430290k9n 12 9 chip chip NOUN rj430290k9n 12 10 measurements measurement NOUN rj430290k9n 12 11 which which PRON rj430290k9n 12 12 agree agree VERB rj430290k9n 12 13 well well ADV rj430290k9n 12 14 with with ADP rj430290k9n 12 15 the the DET rj430290k9n 12 16 theoretical theoretical ADJ rj430290k9n 12 17 and and CCONJ rj430290k9n 12 18 numerical numerical ADJ rj430290k9n 12 19 modeling modeling NOUN rj430290k9n 12 20 methodology methodology NOUN rj430290k9n 12 21 . . PUNCT