id sid tid token lemma pos gt54kk93p16 1 1 this this DET gt54kk93p16 1 2 thesis thesis NOUN gt54kk93p16 1 3 explores explore VERB gt54kk93p16 1 4 the the DET gt54kk93p16 1 5 manipulation manipulation NOUN gt54kk93p16 1 6 of of ADP gt54kk93p16 1 7 dna dna PROPN gt54kk93p16 1 8 and and CCONJ gt54kk93p16 1 9 colloids colloid NOUN gt54kk93p16 1 10 in in ADP gt54kk93p16 1 11 suspension suspension NOUN gt54kk93p16 1 12 and and CCONJ gt54kk93p16 1 13 at at ADP gt54kk93p16 1 14 surfaces surface NOUN gt54kk93p16 1 15 . . PUNCT gt54kk93p16 2 1 specifically specifically ADV gt54kk93p16 2 2 : : PUNCT gt54kk93p16 2 3 ( ( PUNCT gt54kk93p16 2 4 1 1 X gt54kk93p16 2 5 ) ) PUNCT gt54kk93p16 2 6 we we PRON gt54kk93p16 2 7 investigate investigate VERB gt54kk93p16 2 8 the the DET gt54kk93p16 2 9 evaporative evaporative ADJ gt54kk93p16 2 10 self self NOUN gt54kk93p16 2 11 - - PUNCT gt54kk93p16 2 12 assembly assembly NOUN gt54kk93p16 2 13 of of ADP gt54kk93p16 2 14 dna dna PROPN gt54kk93p16 2 15 and and CCONJ gt54kk93p16 2 16 colloidal colloidal ADJ gt54kk93p16 2 17 particles particle NOUN gt54kk93p16 2 18 at at ADP gt54kk93p16 2 19 surfaces surface NOUN gt54kk93p16 2 20 ; ; PUNCT gt54kk93p16 2 21 ( ( PUNCT gt54kk93p16 2 22 2 2 X gt54kk93p16 2 23 ) ) PUNCT gt54kk93p16 2 24 we we PRON gt54kk93p16 2 25 explore explore VERB gt54kk93p16 2 26 the the DET gt54kk93p16 2 27 like like ADJ gt54kk93p16 2 28 - - PUNCT gt54kk93p16 2 29 charge charge NOUN gt54kk93p16 2 30 attraction attraction NOUN gt54kk93p16 2 31 between between ADP gt54kk93p16 2 32 dna dna PROPN gt54kk93p16 2 33 and and CCONJ gt54kk93p16 2 34 colloids colloid NOUN gt54kk93p16 2 35 in in ADP gt54kk93p16 2 36 suspension suspension NOUN gt54kk93p16 2 37 ; ; PUNCT gt54kk93p16 2 38 ( ( PUNCT gt54kk93p16 2 39 3 3 X gt54kk93p16 2 40 ) ) PUNCT gt54kk93p16 2 41 we we PRON gt54kk93p16 2 42 examine examine VERB gt54kk93p16 2 43 janus janus ADJ gt54kk93p16 2 44 particles particle NOUN gt54kk93p16 2 45 with with ADP gt54kk93p16 2 46 varied varied ADJ gt54kk93p16 2 47 surface surface NOUN gt54kk93p16 2 48 chemistry chemistry NOUN gt54kk93p16 2 49 and and CCONJ gt54kk93p16 2 50 inner inner ADJ gt54kk93p16 2 51 structures structure NOUN gt54kk93p16 2 52 as as ADP gt54kk93p16 2 53 model model NOUN gt54kk93p16 2 54 systems system NOUN gt54kk93p16 2 55 to to PART gt54kk93p16 2 56 understand understand VERB gt54kk93p16 2 57 dielectrophoresis dielectrophoresis NOUN gt54kk93p16 2 58 ( ( PUNCT gt54kk93p16 2 59 dep dep NOUN gt54kk93p16 2 60 ) ) PUNCT gt54kk93p16 2 61 of of ADP gt54kk93p16 2 62 anisotropic anisotropic NOUN gt54kk93p16 2 63 particles.in particles.in NUM gt54kk93p16 2 64 chapter chapter NOUN gt54kk93p16 2 65 2 2 NUM gt54kk93p16 2 66 , , PUNCT gt54kk93p16 2 67 we we PRON gt54kk93p16 2 68 investigate investigate VERB gt54kk93p16 2 69 multiple multiple ADJ gt54kk93p16 2 70 - - PUNCT gt54kk93p16 2 71 ring ring NOUN gt54kk93p16 2 72 formation formation NOUN gt54kk93p16 2 73 from from ADP gt54kk93p16 2 74 an an DET gt54kk93p16 2 75 evaporating evaporate VERB gt54kk93p16 2 76 dna dna PROPN gt54kk93p16 2 77 droplet droplet NOUN gt54kk93p16 2 78 , , PUNCT gt54kk93p16 2 79 and and CCONJ gt54kk93p16 2 80 demonstrate demonstrate VERB gt54kk93p16 2 81 that that SCONJ gt54kk93p16 2 82 an an DET gt54kk93p16 2 83 internal internal ADJ gt54kk93p16 2 84 stagnation stagnation NOUN gt54kk93p16 2 85 flow flow NOUN gt54kk93p16 2 86 is be AUX gt54kk93p16 2 87 responsible responsible ADJ gt54kk93p16 2 88 for for ADP gt54kk93p16 2 89 the the DET gt54kk93p16 2 90 formation formation NOUN gt54kk93p16 2 91 of of ADP gt54kk93p16 2 92 precursor precursor PROPN gt54kk93p16 2 93 ring ring NOUN gt54kk93p16 2 94 and and CCONJ gt54kk93p16 2 95 repeated repeat VERB gt54kk93p16 2 96 stick stick NOUN gt54kk93p16 2 97 - - PUNCT gt54kk93p16 2 98 slip slip NOUN gt54kk93p16 2 99 motion motion NOUN gt54kk93p16 2 100 leads lead VERB gt54kk93p16 2 101 to to ADP gt54kk93p16 2 102 multiple multiple ADJ gt54kk93p16 2 103 - - PUNCT gt54kk93p16 2 104 ring ring NOUN gt54kk93p16 2 105 formation formation NOUN gt54kk93p16 2 106 . . PUNCT gt54kk93p16 3 1 we we PRON gt54kk93p16 3 2 further far ADV gt54kk93p16 3 3 examine examine VERB gt54kk93p16 3 4 dna dna PROPN gt54kk93p16 3 5 - - PUNCT gt54kk93p16 3 6 colloid colloid NOUN gt54kk93p16 3 7 binary binary ADJ gt54kk93p16 3 8 suspensions suspension NOUN gt54kk93p16 3 9 as as ADP gt54kk93p16 3 10 model model NOUN gt54kk93p16 3 11 systems system NOUN gt54kk93p16 3 12 to to PART gt54kk93p16 3 13 understand understand VERB gt54kk93p16 3 14 evaporation evaporation NOUN gt54kk93p16 3 15 - - PUNCT gt54kk93p16 3 16 induced induce VERB gt54kk93p16 3 17 interfacial interfacial ADJ gt54kk93p16 3 18 hydrodynamics hydrodynamic NOUN gt54kk93p16 3 19 and and CCONJ gt54kk93p16 3 20 self self NOUN gt54kk93p16 3 21 - - PUNCT gt54kk93p16 3 22 assembled assemble VERB gt54kk93p16 3 23 morphology morphology NOUN gt54kk93p16 3 24 of of ADP gt54kk93p16 3 25 multi multi ADJ gt54kk93p16 3 26 - - ADJ gt54kk93p16 3 27 component component ADJ gt54kk93p16 3 28 systems system NOUN gt54kk93p16 3 29 . . PUNCT gt54kk93p16 4 1 the the DET gt54kk93p16 4 2 results result NOUN gt54kk93p16 4 3 demonstrate demonstrate VERB gt54kk93p16 4 4 the the DET gt54kk93p16 4 5 feasibility feasibility NOUN gt54kk93p16 4 6 of of ADP gt54kk93p16 4 7 fabricating fabricate VERB gt54kk93p16 4 8 periodic periodic ADJ gt54kk93p16 4 9 self self NOUN gt54kk93p16 4 10 - - PUNCT gt54kk93p16 4 11 assembled assemble VERB gt54kk93p16 4 12 hybrid hybrid ADJ gt54kk93p16 4 13 structures structure NOUN gt54kk93p16 4 14 via via ADP gt54kk93p16 4 15 one one NUM gt54kk93p16 4 16 - - PUNCT gt54kk93p16 4 17 step step NOUN gt54kk93p16 4 18 evaporation evaporation NOUN gt54kk93p16 4 19 of of ADP gt54kk93p16 4 20 droplets droplet NOUN gt54kk93p16 4 21 consisting consist VERB gt54kk93p16 4 22 of of ADP gt54kk93p16 4 23 multiple multiple ADJ gt54kk93p16 4 24 components component NOUN gt54kk93p16 4 25 . . PUNCT gt54kk93p16 5 1 in in ADP gt54kk93p16 5 2 chapter chapter NOUN gt54kk93p16 5 3 3 3 NUM gt54kk93p16 5 4 , , PUNCT gt54kk93p16 5 5 we we PRON gt54kk93p16 5 6 investigate investigate VERB gt54kk93p16 5 7 like like ADP gt54kk93p16 5 8 - - PUNCT gt54kk93p16 5 9 charge charge NOUN gt54kk93p16 5 10 interaction interaction NOUN gt54kk93p16 5 11 of of ADP gt54kk93p16 5 12 ìøåâ ìøåâ PROPN gt54kk93p16 5 13 - - PUNCT gt54kk93p16 5 14 dna dna PROPN gt54kk93p16 5 15 and and CCONJ gt54kk93p16 5 16 colloids colloid NOUN gt54kk93p16 5 17 in in ADP gt54kk93p16 5 18 aqueous aqueous ADJ gt54kk93p16 5 19 suspension suspension NOUN gt54kk93p16 5 20 and and CCONJ gt54kk93p16 5 21 the the DET gt54kk93p16 5 22 resultant resultant ADJ gt54kk93p16 5 23 dna dna PROPN gt54kk93p16 5 24 - - PUNCT gt54kk93p16 5 25 colloid colloid NOUN gt54kk93p16 5 26 complex complex ADJ gt54kk93p16 5 27 structures structure NOUN gt54kk93p16 5 28 . . PUNCT gt54kk93p16 6 1 direct direct ADJ gt54kk93p16 6 2 microscopic microscopic ADJ gt54kk93p16 6 3 observations observation NOUN gt54kk93p16 6 4 demonstrate demonstrate VERB gt54kk93p16 6 5 enhanced enhanced ADJ gt54kk93p16 6 6 adsorption adsorption NOUN gt54kk93p16 6 7 of of ADP gt54kk93p16 6 8 dna dna NOUN gt54kk93p16 6 9 on on ADP gt54kk93p16 6 10 like like ADP gt54kk93p16 6 11 - - PUNCT gt54kk93p16 6 12 charge charge NOUN gt54kk93p16 6 13 colloids colloid NOUN gt54kk93p16 6 14 with with ADP gt54kk93p16 6 15 the the DET gt54kk93p16 6 16 addition addition NOUN gt54kk93p16 6 17 of of ADP gt54kk93p16 6 18 monovalent monovalent NOUN gt54kk93p16 6 19 or or CCONJ gt54kk93p16 6 20 divalent divalent ADJ gt54kk93p16 6 21 salts salt NOUN gt54kk93p16 6 22 . . PUNCT gt54kk93p16 7 1 zeta zeta NOUN gt54kk93p16 7 2 potential potential ADJ gt54kk93p16 7 3 measurements measurement NOUN gt54kk93p16 7 4 indicate indicate VERB gt54kk93p16 7 5 that that SCONJ gt54kk93p16 7 6 functionalized functionalize VERB gt54kk93p16 7 7 colloids colloid NOUN gt54kk93p16 7 8 remain remain AUX gt54kk93p16 7 9 negatively negatively ADV gt54kk93p16 7 10 charged charge VERB gt54kk93p16 7 11 with with ADP gt54kk93p16 7 12 increasing increase VERB gt54kk93p16 7 13 ionic ionic ADJ gt54kk93p16 7 14 strength strength NOUN gt54kk93p16 7 15 , , PUNCT gt54kk93p16 7 16 suggesting suggest VERB gt54kk93p16 7 17 that that SCONJ gt54kk93p16 7 18 screened screen VERB gt54kk93p16 7 19 electrostatic electrostatic ADJ gt54kk93p16 7 20 repulsion repulsion NOUN gt54kk93p16 7 21 can can AUX gt54kk93p16 7 22 account account VERB gt54kk93p16 7 23 for for ADP gt54kk93p16 7 24 enhanced enhance VERB gt54kk93p16 7 25 dna dna NOUN gt54kk93p16 7 26 adsorption adsorption NOUN gt54kk93p16 7 27 in in ADP gt54kk93p16 7 28 high high ADJ gt54kk93p16 7 29 ionic ionic ADJ gt54kk93p16 7 30 strength strength NOUN gt54kk93p16 7 31 media medium NOUN gt54kk93p16 7 32 , , PUNCT gt54kk93p16 7 33 despite despite SCONJ gt54kk93p16 7 34 the the DET gt54kk93p16 7 35 possible possible ADJ gt54kk93p16 7 36 hydrophobic hydrophobic NOUN gt54kk93p16 7 37 origin origin NOUN gt54kk93p16 7 38 for for ADP gt54kk93p16 7 39 dna dna PROPN gt54kk93p16 7 40 adsorption adsorption NOUN gt54kk93p16 7 41 in in ADP gt54kk93p16 7 42 low low ADJ gt54kk93p16 7 43 ionic ionic ADJ gt54kk93p16 7 44 strength strength NOUN gt54kk93p16 7 45 media medium NOUN gt54kk93p16 7 46 . . PUNCT gt54kk93p16 8 1 additionally additionally ADV gt54kk93p16 8 2 , , PUNCT gt54kk93p16 8 3 dna dna PROPN gt54kk93p16 8 4 - - PUNCT gt54kk93p16 8 5 mediated mediate VERB gt54kk93p16 8 6 colloid colloid NOUN gt54kk93p16 8 7 clustering clustering NOUN gt54kk93p16 8 8 is be AUX gt54kk93p16 8 9 observed observe VERB gt54kk93p16 8 10 and and CCONJ gt54kk93p16 8 11 the the DET gt54kk93p16 8 12 optimal optimal ADJ gt54kk93p16 8 13 dna dna NOUN gt54kk93p16 8 14 and and CCONJ gt54kk93p16 8 15 salt salt NOUN gt54kk93p16 8 16 concentration concentration NOUN gt54kk93p16 8 17 ranges range NOUN gt54kk93p16 8 18 are be AUX gt54kk93p16 8 19 explored explore VERB gt54kk93p16 8 20 to to PART gt54kk93p16 8 21 predict predict VERB gt54kk93p16 8 22 the the DET gt54kk93p16 8 23 formation formation NOUN gt54kk93p16 8 24 of of ADP gt54kk93p16 8 25 considerable considerable ADJ gt54kk93p16 8 26 fractions fraction NOUN gt54kk93p16 8 27 of of ADP gt54kk93p16 8 28 dna dna PROPN gt54kk93p16 8 29 - - PUNCT gt54kk93p16 8 30 induced induce VERB gt54kk93p16 8 31 colloidal colloidal ADJ gt54kk93p16 8 32 doublets doublet NOUN gt54kk93p16 8 33 , , PUNCT gt54kk93p16 8 34 which which PRON gt54kk93p16 8 35 could could AUX gt54kk93p16 8 36 lead lead VERB gt54kk93p16 8 37 to to ADP gt54kk93p16 8 38 a a DET gt54kk93p16 8 39 simple simple ADJ gt54kk93p16 8 40 and and CCONJ gt54kk93p16 8 41 rapid rapid ADJ gt54kk93p16 8 42 method method NOUN gt54kk93p16 8 43 to to PART gt54kk93p16 8 44 synthesize synthesize VERB gt54kk93p16 8 45 colloidal colloidal ADJ gt54kk93p16 8 46 clusters cluster NOUN gt54kk93p16 8 47 of of ADP gt54kk93p16 8 48 desirable desirable ADJ gt54kk93p16 8 49 shape shape NOUN gt54kk93p16 8 50 and and CCONJ gt54kk93p16 8 51 bio-functionality.in bio-functionality.in NOUN gt54kk93p16 8 52 chapter chapter NOUN gt54kk93p16 8 53 4 4 NUM gt54kk93p16 8 54 , , PUNCT gt54kk93p16 8 55 we we PRON gt54kk93p16 8 56 examine examine VERB gt54kk93p16 8 57 janus janus ADJ gt54kk93p16 8 58 particles particle NOUN gt54kk93p16 8 59 as as ADP gt54kk93p16 8 60 model model NOUN gt54kk93p16 8 61 systems system NOUN gt54kk93p16 8 62 to to PART gt54kk93p16 8 63 understand understand VERB gt54kk93p16 8 64 dielectrophoresis dielectrophoresis NOUN gt54kk93p16 8 65 of of ADP gt54kk93p16 8 66 anisotropic anisotropic NOUN gt54kk93p16 8 67 particles particle NOUN gt54kk93p16 8 68 . . PUNCT gt54kk93p16 9 1 janus janus ADJ gt54kk93p16 9 2 particles particle NOUN gt54kk93p16 9 3 with with ADP gt54kk93p16 9 4 gold gold NOUN gt54kk93p16 9 5 - - PUNCT gt54kk93p16 9 6 coated coat VERB gt54kk93p16 9 7 hemisphere hemisphere NOUN gt54kk93p16 9 8 or or CCONJ gt54kk93p16 9 9 with with ADP gt54kk93p16 9 10 assembled assemble VERB gt54kk93p16 9 11 cooh cooh NOUN gt54kk93p16 9 12 - - PUNCT gt54kk93p16 9 13 end end NOUN gt54kk93p16 9 14 thiol thiol PROPN gt54kk93p16 9 15 monolayer monolayer NOUN gt54kk93p16 9 16 on on ADP gt54kk93p16 9 17 gold gold NOUN gt54kk93p16 9 18 - - PUNCT gt54kk93p16 9 19 capped cap VERB gt54kk93p16 9 20 hemisphere hemisphere NOUN gt54kk93p16 9 21 always always ADV gt54kk93p16 9 22 experience experience VERB gt54kk93p16 9 23 positive positive ADJ gt54kk93p16 9 24 dep dep NOUN gt54kk93p16 9 25 . . PUNCT gt54kk93p16 10 1 janus janus ADJ gt54kk93p16 10 2 particles particle NOUN gt54kk93p16 10 3 with with ADP gt54kk93p16 10 4 assembled assembled ADJ gt54kk93p16 10 5 ch3 ch3 ADJ gt54kk93p16 10 6 - - PUNCT gt54kk93p16 10 7 end end NOUN gt54kk93p16 10 8 thiol thiol NOUN gt54kk93p16 10 9 monolayer monolayer NOUN gt54kk93p16 10 10 on on ADP gt54kk93p16 10 11 gold gold NOUN gt54kk93p16 10 12 - - PUNCT gt54kk93p16 10 13 capped cap VERB gt54kk93p16 10 14 hemisphere hemisphere NOUN gt54kk93p16 10 15 exhibit exhibit VERB gt54kk93p16 10 16 negative negative ADJ gt54kk93p16 10 17 dep dep NOUN gt54kk93p16 10 18 to to ADP gt54kk93p16 10 19 positive positive ADJ gt54kk93p16 10 20 dep dep NOUN gt54kk93p16 10 21 ( ( PUNCT gt54kk93p16 10 22 n n NOUN gt54kk93p16 10 23 - - PUNCT gt54kk93p16 10 24 to to ADP gt54kk93p16 10 25 - - PUNCT gt54kk93p16 10 26 p p NOUN gt54kk93p16 10 27 ) ) PUNCT gt54kk93p16 10 28 crossover crossover NOUN gt54kk93p16 10 29 frequencies frequency NOUN gt54kk93p16 10 30 at at ADP gt54kk93p16 10 31 high high ADJ gt54kk93p16 10 32 medium medium ADJ gt54kk93p16 10 33 conductivities conductivity NOUN gt54kk93p16 10 34 because because SCONJ gt54kk93p16 10 35 interfacial interfacial ADJ gt54kk93p16 10 36 polarization polarization NOUN gt54kk93p16 10 37 dominates dominate VERB gt54kk93p16 10 38 at at ADP gt54kk93p16 10 39 low low ADJ gt54kk93p16 10 40 frequencies frequency NOUN gt54kk93p16 10 41 and and CCONJ gt54kk93p16 10 42 conductive conductive ADJ gt54kk93p16 10 43 gold gold NOUN gt54kk93p16 10 44 layer layer NOUN gt54kk93p16 10 45 dominates dominate VERB gt54kk93p16 10 46 at at ADP gt54kk93p16 10 47 high high ADJ gt54kk93p16 10 48 frequencies frequency NOUN gt54kk93p16 10 49 . . PUNCT