id sid tid token lemma pos kd17cr58x12 1 1 in in ADP kd17cr58x12 1 2 this this DET kd17cr58x12 1 3 thesis thesis NOUN kd17cr58x12 1 4 , , PUNCT kd17cr58x12 1 5 we we PRON kd17cr58x12 1 6 develop develop VERB kd17cr58x12 1 7 a a DET kd17cr58x12 1 8 hydrodynamic hydrodynamic ADJ kd17cr58x12 1 9 technique technique NOUN kd17cr58x12 1 10 for for ADP kd17cr58x12 1 11 the the DET kd17cr58x12 1 12 rapid rapid ADJ kd17cr58x12 1 13 concentration concentration NOUN kd17cr58x12 1 14 of of ADP kd17cr58x12 1 15 dilute dilute NOUN kd17cr58x12 1 16 suspensions suspension NOUN kd17cr58x12 1 17 using use VERB kd17cr58x12 1 18 the the DET kd17cr58x12 1 19 inertial inertial ADJ kd17cr58x12 1 20 secondary secondary ADJ kd17cr58x12 1 21 flow flow NOUN kd17cr58x12 1 22 in in ADP kd17cr58x12 1 23 the the DET kd17cr58x12 1 24 rotating rotate VERB kd17cr58x12 1 25 parallel parallel NOUN kd17cr58x12 1 26 plate plate NOUN kd17cr58x12 1 27 system system NOUN kd17cr58x12 1 28 . . PUNCT kd17cr58x12 2 1 the the DET kd17cr58x12 2 2 major major ADJ kd17cr58x12 2 3 purpose purpose NOUN kd17cr58x12 2 4 of of ADP kd17cr58x12 2 5 this this DET kd17cr58x12 2 6 thesis thesis NOUN kd17cr58x12 2 7 is be AUX kd17cr58x12 2 8 the the DET kd17cr58x12 2 9 improvement improvement NOUN kd17cr58x12 2 10 of of ADP kd17cr58x12 2 11 bioparticle bioparticle PROPN kd17cr58x12 2 12 detection detection NOUN kd17cr58x12 2 13 by by ADP kd17cr58x12 2 14 accelerating accelerate VERB kd17cr58x12 2 15 the the DET kd17cr58x12 2 16 sample sample NOUN kd17cr58x12 2 17 preconcentration preconcentration NOUN kd17cr58x12 2 18 process process NOUN kd17cr58x12 2 19 . . PUNCT kd17cr58x12 3 1 current current ADJ kd17cr58x12 3 2 techniques technique NOUN kd17cr58x12 3 3 such such ADJ kd17cr58x12 3 4 as as ADP kd17cr58x12 3 5 centrifugation centrifugation NOUN kd17cr58x12 3 6 , , PUNCT kd17cr58x12 3 7 filtration filtration NOUN kd17cr58x12 3 8 , , PUNCT kd17cr58x12 3 9 dielectrophoresis dielectrophoresis NOUN kd17cr58x12 3 10 , , PUNCT kd17cr58x12 3 11 and and CCONJ kd17cr58x12 3 12 immunomagnetic immunomagnetic ADJ kd17cr58x12 3 13 separation separation NOUN kd17cr58x12 3 14 are be AUX kd17cr58x12 3 15 time time NOUN kd17cr58x12 3 16 consuming consume VERB kd17cr58x12 3 17 and and CCONJ kd17cr58x12 3 18 have have VERB kd17cr58x12 3 19 sample sample NOUN kd17cr58x12 3 20 volume volume NOUN kd17cr58x12 3 21 limitations limitation NOUN kd17cr58x12 3 22 . . PUNCT kd17cr58x12 4 1 the the DET kd17cr58x12 4 2 mechanism mechanism NOUN kd17cr58x12 4 3 we we PRON kd17cr58x12 4 4 employ employ VERB kd17cr58x12 4 5 is be AUX kd17cr58x12 4 6 the the DET kd17cr58x12 4 7 shear shear ADJ kd17cr58x12 4 8 induced induce VERB kd17cr58x12 4 9 secondary secondary ADJ kd17cr58x12 4 10 flow flow NOUN kd17cr58x12 4 11 produced produce VERB kd17cr58x12 4 12 in in ADP kd17cr58x12 4 13 the the DET kd17cr58x12 4 14 rotating rotate VERB kd17cr58x12 4 15 upper upper ADJ kd17cr58x12 4 16 plate plate NOUN kd17cr58x12 4 17 and and CCONJ kd17cr58x12 4 18 stationary stationary ADJ kd17cr58x12 4 19 lower low ADJ kd17cr58x12 4 20 plate plate NOUN kd17cr58x12 4 21 system system NOUN kd17cr58x12 4 22 . . PUNCT kd17cr58x12 5 1 this this DET kd17cr58x12 5 2 flow flow NOUN kd17cr58x12 5 3 field field NOUN kd17cr58x12 5 4 has have AUX kd17cr58x12 5 5 been be AUX kd17cr58x12 5 6 well well ADV kd17cr58x12 5 7 established establish VERB kd17cr58x12 5 8 by by ADP kd17cr58x12 5 9 a a DET kd17cr58x12 5 10 regular regular ADJ kd17cr58x12 5 11 perturbation perturbation NOUN kd17cr58x12 5 12 expansion expansion NOUN kd17cr58x12 5 13 ( ( PUNCT kd17cr58x12 5 14 e.g. e.g. X kd17cr58x12 5 15 , , PUNCT kd17cr58x12 5 16 mellor mellor PROPN kd17cr58x12 5 17 , , PUNCT kd17cr58x12 5 18 et et PROPN kd17cr58x12 5 19 al al PROPN kd17cr58x12 5 20 . . PROPN kd17cr58x12 5 21 , , PUNCT kd17cr58x12 5 22 1967 1967 NUM kd17cr58x12 5 23 ) ) PUNCT kd17cr58x12 5 24 . . PUNCT kd17cr58x12 6 1 we we PRON kd17cr58x12 6 2 couple couple VERB kd17cr58x12 6 3 this this DET kd17cr58x12 6 4 flow flow NOUN kd17cr58x12 6 5 to to ADP kd17cr58x12 6 6 the the DET kd17cr58x12 6 7 particle particle NOUN kd17cr58x12 6 8 motion motion NOUN kd17cr58x12 6 9 model model NOUN kd17cr58x12 6 10 of of ADP kd17cr58x12 6 11 a a DET kd17cr58x12 6 12 rough rough ADJ kd17cr58x12 6 13 sphere sphere NOUN kd17cr58x12 6 14 interacting interact VERB kd17cr58x12 6 15 with with ADP kd17cr58x12 6 16 a a DET kd17cr58x12 6 17 smooth smooth ADJ kd17cr58x12 6 18 plane plane NOUN kd17cr58x12 6 19 ( ( PUNCT kd17cr58x12 6 20 king king NOUN kd17cr58x12 6 21 & & CCONJ kd17cr58x12 6 22 leighton leighton PROPN kd17cr58x12 6 23 1997 1997 NUM kd17cr58x12 6 24 ) ) PUNCT kd17cr58x12 6 25 . . PUNCT kd17cr58x12 7 1 the the DET kd17cr58x12 7 2 model model NOUN kd17cr58x12 7 3 was be AUX kd17cr58x12 7 4 tested test VERB kd17cr58x12 7 5 experimentally experimentally ADV kd17cr58x12 7 6 and and CCONJ kd17cr58x12 7 7 showed show VERB kd17cr58x12 7 8 good good ADJ kd17cr58x12 7 9 agreement agreement NOUN kd17cr58x12 7 10 with with ADP kd17cr58x12 7 11 no no DET kd17cr58x12 7 12 adjustable adjustable ADJ kd17cr58x12 7 13 parameters parameter NOUN kd17cr58x12 7 14 . . PUNCT kd17cr58x12 8 1 in in ADP kd17cr58x12 8 2 addition addition NOUN kd17cr58x12 8 3 to to ADP kd17cr58x12 8 4 studies study NOUN kd17cr58x12 8 5 of of ADP kd17cr58x12 8 6 the the DET kd17cr58x12 8 7 unmodified unmodified ADJ kd17cr58x12 8 8 parallel parallel NOUN kd17cr58x12 8 9 - - PUNCT kd17cr58x12 8 10 plate plate NOUN kd17cr58x12 8 11 geometry geometry NOUN kd17cr58x12 8 12 , , PUNCT kd17cr58x12 8 13 we we PRON kd17cr58x12 8 14 also also ADV kd17cr58x12 8 15 examined examine VERB kd17cr58x12 8 16 a a DET kd17cr58x12 8 17 modified modify VERB kd17cr58x12 8 18 geometry geometry NOUN kd17cr58x12 8 19 produced produce VERB kd17cr58x12 8 20 by by ADP kd17cr58x12 8 21 adding add VERB kd17cr58x12 8 22 triangular triangular ADJ kd17cr58x12 8 23 bumps bump NOUN kd17cr58x12 8 24 at at ADP kd17cr58x12 8 25 the the DET kd17cr58x12 8 26 bottom bottom ADJ kd17cr58x12 8 27 plate plate NOUN kd17cr58x12 8 28 to to PART kd17cr58x12 8 29 accelerate accelerate VERB kd17cr58x12 8 30 inward inward ADJ kd17cr58x12 8 31 particle particle NOUN kd17cr58x12 8 32 migration migration NOUN kd17cr58x12 8 33 . . PUNCT kd17cr58x12 9 1 we we PRON kd17cr58x12 9 2 investigate investigate VERB kd17cr58x12 9 3 the the DET kd17cr58x12 9 4 interaction interaction NOUN kd17cr58x12 9 5 between between ADP kd17cr58x12 9 6 particles particle NOUN kd17cr58x12 9 7 and and CCONJ kd17cr58x12 9 8 this this DET kd17cr58x12 9 9 bump bump NOUN kd17cr58x12 9 10 geometry geometry NOUN kd17cr58x12 9 11 through through ADP kd17cr58x12 9 12 both both DET kd17cr58x12 9 13 experiment experiment NOUN kd17cr58x12 9 14 and and CCONJ kd17cr58x12 9 15 the the DET kd17cr58x12 9 16 simulation simulation NOUN kd17cr58x12 9 17 results result VERB kd17cr58x12 9 18 . . PUNCT kd17cr58x12 10 1 while while SCONJ kd17cr58x12 10 2 the the DET kd17cr58x12 10 3 bumps bump NOUN kd17cr58x12 10 4 were be AUX kd17cr58x12 10 5 found find VERB kd17cr58x12 10 6 to to PART kd17cr58x12 10 7 accelerate accelerate VERB kd17cr58x12 10 8 inward inward ADJ kd17cr58x12 10 9 migration migration NOUN kd17cr58x12 10 10 , , PUNCT kd17cr58x12 10 11 they they PRON kd17cr58x12 10 12 also also ADV kd17cr58x12 10 13 imposed impose VERB kd17cr58x12 10 14 limitations limitation NOUN kd17cr58x12 10 15 on on ADP kd17cr58x12 10 16 allowable allowable ADJ kd17cr58x12 10 17 rotation rotation NOUN kd17cr58x12 10 18 rates rate NOUN kd17cr58x12 10 19 which which PRON kd17cr58x12 10 20 prevented prevent VERB kd17cr58x12 10 21 an an DET kd17cr58x12 10 22 overall overall ADJ kd17cr58x12 10 23 improvement improvement NOUN kd17cr58x12 10 24 in in ADP kd17cr58x12 10 25 concentration concentration NOUN kd17cr58x12 10 26 under under ADP kd17cr58x12 10 27 some some DET kd17cr58x12 10 28 conditions condition NOUN kd17cr58x12 10 29 . . PUNCT kd17cr58x12 11 1 we we PRON kd17cr58x12 11 2 conclude conclude VERB kd17cr58x12 11 3 by by ADP kd17cr58x12 11 4 identifying identify VERB kd17cr58x12 11 5 the the DET kd17cr58x12 11 6 scaling scale VERB kd17cr58x12 11 7 laws law NOUN kd17cr58x12 11 8 necessary necessary ADJ kd17cr58x12 11 9 for for ADP kd17cr58x12 11 10 further further ADJ kd17cr58x12 11 11 design design NOUN kd17cr58x12 11 12 improvement improvement NOUN kd17cr58x12 11 13 . . PUNCT