The DOI matches its Crossref record.
Electromechanics of Particles
Abstract
Small particles in the size range from one micron to one millimetre are increasingly important in today's technological world. They serve as workhorses in many mechanisms and devices - from electrostatic copiers to fluidised beds. A more recent development involves the characterisation and manipulation of individual cells and DNA molecules. Particulates can also be a hazard, for example, particulate pollution. Because all particles have electrical and magnetic properties associated with their shape and the materials of which they are constituted, they experience forces and torques when subjected to electric and/or magnetic fields. This book offers a lucid account of the electromechanical interactions that govern the behaviour of particles when an electric or magnetic field is present. With numerous real-world examples, the book should interest a wide range of scientists and engineers.
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“The force acting on the particles is proportional to r 3 of a spherical particle and its polarizability.[30]”
From Integrating DNA Encapsulates and Digital Microfluidics for Automated Data Storage in DNA (2022) · cites this paper as [30]
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Green, N. G., Ramos, A., & Morgan, H. (2002) · Journal of Electrostatics · doi:10.1016/s0304-3886(02)00069-4 · Cited by 181
Vesicles in electric fields: Some novel aspects of membrane behavior
Dimova, R., Bezlyepkina, N., Jordö, M. D., et al. (2009) · Soft Matter · doi:10.1039/b901963d · Cited by 180
Continuous-flow sorting of stem cells and differentiation products based on dielectrophoresis
Song, H., Rosano, J. M., Wang, Y., Garson, C. J., Prabhakarpandian, B., Pant, K., Klarmann, G. J., Perantoni, A. O., Alvarez, L. M., & Lai, E. (2015) · Lab on a Chip · doi:10.1039/c4lc01253d · Cited by 175
Separation of Polystyrene Microbeads Using Dielectrophoretic/Gravitational Field-Flow-Fractionation
Wang, X., Vykoukal, J. V., Becker, F. F., et al. (1998) · Biophysical Journal · doi:10.1016/s0006-3495(98)77975-5 · Cited by 175
Matrix Effects—A Challenge toward Automation of Molecular Analysis
Chiu, M. L., Lawi, W., Snyder, S. T., et al. (2010) · JALA Journal of the Association for Laboratory Automation · doi:10.1016/j.jala.2010.02.001 · Cited by 174
“Examples of AC electrokinetic phenomena include dielectrophoresis (DEP), AC electrothermal flow (ACET), and AC electroosmosis (ACEO).(75) DEP is a result of the net force experienced by a dipole under nonuniform electric field.”
BackgroundContinuous Dielectrophoretic Size-Based Particle Sorting
Kralj, J. G., Lis, M. T. W., Schmidt, M. A., & Jensen, K. F. (2006) · Analytical Chemistry · doi:10.1021/ac0601314 · Cited by 171
Hunt, T. P., Issadore, D., & Westervelt, R. M. (2007) · Lab on a Chip · doi:10.1039/b710928h · Cited by 173
Holmes, D., Morgan, H., & Green, N. G. (2005) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2005.10.017 · Cited by 169
Electrokinetic Bioprocessor for Concentrating Cells and Molecules
Wong, P. K., Chen, C.-Y., Wang, T., et al. (2004) · Analytical Chemistry · doi:10.1021/ac049479u · Cited by 169
Fan, S., Huang, P., Wang, T.-T., & Peng, Y. (2008) · Lab on a Chip · doi:10.1039/b803204a · Cited by 168
Negative DEP traps for single cell immobilisation
Thomas, R. S. W., Morgan, H., & Green, N. G. (2009) · Lab on a Chip · doi:10.1039/b819267g · Cited by 166
Prasse, T. (2003) · Composites Science and Technology · doi:10.1016/s0266-3538(03)00019-8 · Cited by 165
Electrohydrodynamics of drops in strong uniform dc electric fields
Salipante, P. F., & Vlahovska, P. M. (2010) · Physics of Fluids · doi:10.1063/1.3507919 · Cited by 165
Guo, J., Gallegos, J. J., Tom, A. R., et al. (2018) · ACS Nano · doi:10.1021/acsnano.7b06824 · Cited by 165
Control and Modeling of the Dielectrophoretic Assembly of On-Chip Nanoparticle Wires
Bhatt, K. H., & Velev, O. D. (2003) · Langmuir · doi:10.1021/la0349976 · Cited by 163
A phase field model for multiphase electro-hydrodynamic flow
Lin, Y., Skjetne, P., & Carlson, A. (2012) · International Journal of Multiphase Flow · doi:10.1016/j.ijmultiphaseflow.2012.04.002 · Cited by 163
Hawkins, B. G., Smith, A. E., Syed, Y. A., et al. (2007) · Analytical Chemistry · doi:10.1021/ac0707277 · Cited by 162
Electrophoretic and Dielectrophoretic Field Gradient Technique for Separating Bioparticles
Pysher, M. D., & Hayes, M. A. (2007) · Analytical Chemistry · doi:10.1021/ac070534j · Cited by 161
Electrokinetic locomotion due to reaction-induced charge auto-electrophoresis
Moran, J. L., & Posner, J. D. (2011) · Journal of Fluid Mechanics · doi:10.1017/jfm.2011.132 · Cited by 155
“where p is the electrical dipole moment vector, V is the total volume of the simulation domain, the variable ξ is an arbitrary position vector within the simulation domain and ξ centre is the position vector corresponding to the very centre of the rod (Jones 1995; Green & Jones 2007).”
BackgroundInfluentialArtificial Micro/Nanomachines for Bioapplications: Biochemical Delivery and Diagnostic Sensing
Kim, K., Guo, J., Liang, Z., & Fan, D. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201705867 · Cited by 161
Electric Manipulation of Bioparticles and Macromolecules on Microfabricated Electrodes
Huang, Y., Ewalt, K. L., Tirado, M., et al. (2001) · Analytical Chemistry · doi:10.1021/ac001109s · Cited by 161
Encyclopedia of Nanotechnology
Bhushan, B. (2016) · Springer eBooks · doi:10.1007/978-94-017-9780-1 · Cited by 165
Separation and characterization of microplastic and nanoplastic particles in marine environment
Zhao, K., Wei, Y., Dong, J., Zhao, P., Wang, Y., Pan, X., & Wang, J. (2021) · Environmental Pollution · doi:10.1016/j.envpol.2021.118773 · Cited by 174
Hot-Electron Injection in Au Nanorod–ZnO Nanowire Hybrid Device for Near-Infrared Photodetection
Pescaglini, A., Martín, A., Cammi, D., et al. (2014) · Nano Letters · doi:10.1021/nl5024854 · Cited by 159
Particle-localized AC and DC manipulation and electrokinetics
Velev, O. D., Gangwal, S., & Petsev, D. N. (2009) · Annual Reports Section C (Physical Chemistry) · doi:10.1039/b803015b · Cited by 160
Continuous dielectrophoretic cell separation microfluidic device
Li, Y., Dalton, C., Crabtree, H. J., et al. (2006) · Lab on a Chip · doi:10.1039/b613344d · Cited by 158
Manipulation of herpes simplex virus type 1 by dielectrophoresis
Hughes, M. P., Morgan, H., Rixon, F. J., et al. (1998) · Biochimica et Biophysica Acta (BBA) - General Subjects · doi:10.1016/s0304-4165(98)00058-0 · Cited by 158
A three-dimensional dielectrophoretic particle focusing channel for microcytometry applications
Yu, C., Vykoukal, J., Vykoukal, D. M., et al. (2005) · Journal of Microelectromechanical Systems · doi:10.1109/jmems.2005.844839 · Cited by 158
“factor becomes independent of the frequency of the electric field [9], i.”
BackgroundDielectric measurement of individual microtubules using the electroorientation method
Minoura, I., & Muto, E. (2006) · Biophysical Journal · doi:10.1529/biophysj.105.071324 · Cited by 156
“As the electric field was not uniformly generated near the edge of the ITO electrodes, dielectrophoresis of the microtubules was inevitable in that area (20).”
BackgroundMethodDielectrophoresis: A Review of Applications for Stem Cell Research
Pethig, R., Menachery, A., Pells, S., & Sousa, P. A. D. (2010) · BioMed Research International · doi:10.1155/2010/182581 · Cited by 154
“This result takes into account a depolarisation factor of 1/3 to account for the fact that a spherical body distorts an external applied field, and that the electric field inside the sphere di ff ers from the external field.”
BackgroundCharacterization and optimization of liquid electrodes for lateral dielectrophoresis
Demierre, N., Braschler, T. M., Linderholm, P., et al. (2007) · Lab on a Chip · doi:10.1039/b612866a · Cited by 153
Thin Films of Metallic Carbon Nanotubes Prepared by Dielectrophoresis
Krupke, R., Lindén, S., Rapp, M., et al. (2006) · Advanced Materials · doi:10.1002/adma.200600134 · Cited by 153
“DEP, which describes the motion of a polarizable object due to an external inhomogeneous electric field, has become an important sorting mechanism in life sciences and allows the sorting of cells and viruses by their dielectric properties.([4,5]) DEP forces are inherently weak for small particles as they scale with pa…”
BackgroundFrequency Dependence of Gold Nanoparticle Superassembly by Dielectrophoresis
Gierhart, B. C., Howitt, D. G., Chen, S. J., et al. (2007) · Langmuir · doi:10.1021/la701472y · Cited by 152
Electromanipulation and separation of cells using travelling electric fields
Talary, M. S., Burt, J. P. H., Tame, J. A., et al. (1996) · Journal of Physics D Applied Physics · doi:10.1088/0022-3727/29/8/021 · Cited by 152
Fabrication of carbon nanotube field effect transistors by AC dielectrophoresis method
Li, J., Zhang, Q., Yang, D., et al. (2004) · Carbon · doi:10.1016/j.carbon.2004.05.002 · Cited by 151
Review—Where Is Dielectrophoresis (DEP) Going?
Pethig, R. (2016) · Journal of The Electrochemical Society · doi:10.1149/2.0071705jes · Cited by 150
“6 and 7.”
Dielectrophoresis as a Tool to Characterize and Differentiate Isogenic Mutants of Escherichia coli
Castellarnau, M., Errachid, A., Madrid, C., et al. (2006) · Biophysical Journal · doi:10.1529/biophysj.106.088534 · Cited by 150
“2), is valid only for spherical particles, it is necessary to modify this factor taking into account the ellipsoidal shape of the cells (26,32,33).”
BackgroundWang, X., Becker, F. F., & Gascoyne, P. R. C. (2002) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/s0005-2736(02)00495-9 · Cited by 149
“For cells like HL-60 whose dielectric responses are well described by the Single Shell model [17,30,31], the product of the cell radius and crossover frequency, r fcrossover, is an approximately linear function of medium conductivity, rmed, for 0.”
Directed placement of suspended carbon nanotubes for nanometer-scale assembly
Nagahara, L. A., Amlani, I., Lewenstein, J., et al. (2002) · Applied Physics Letters · doi:10.1063/1.1481237 · Cited by 149
Transport of particles in liquid crystals
Lavrentovich, O. D. (2013) · Soft Matter · doi:10.1039/c3sm51628h · Cited by 146
Ying, L., White, S. S., Bruckbauer, A., et al. (2004) · Biophysical Journal · doi:10.1016/s0006-3495(04)74177-6 · Cited by 146
“However, in a spatially nonuniform oscillating electric field, the DNA molecules may experience positive or negative dielectrophoretic forces depending on the field strength, field gradient, and frequency as well as the dielectric properties of DNA and surrounding medium (Jones, 1995).”
BackgroundSmistrup, K., Hansen, O. P., Bruus, H., et al. (2005) · Journal of Magnetism and Magnetic Materials · doi:10.1016/j.jmmm.2005.01.079 · Cited by 146
“This result is consistent with the effective dipole approximation reported by Jones [14], but it has been found through different means.”
ResultLabel‐Free Microfluidic Manipulation of Particles and Cells in Magnetic Liquids
Zhao, W., Cheng, R., Miller, J. R., & Mao, L. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201504178 · Cited by 143
Review: Microbial analysis in dielectrophoretic microfluidic systems
Fernandez, R. E., Rohani, A., Farmehini, V., & Swami, N. S. (2017) · Analytica Chimica Acta · doi:10.1016/j.aca.2017.02.024 · Cited by 151
Xuan, X. S. (2019) · Electrophoresis · doi:10.1002/elps.201900048 · Cited by 144
Controllable High-Speed Rotation of Nanowires
Fan, D., Zhu, F. Q., Cammarata, R. C., & Chien, C. L. (2005) · Physical Review Letters · doi:10.1103/physrevlett.94.247208 · Cited by 143
Relative importance of electrostatic forces on powder particles
Feng, J. Q., & Hays, D. A. (2003) · Powder Technology · doi:10.1016/j.powtec.2003.08.005 · Cited by 142
Mazumder, M. K., Horenstein, M. N., Stark, J. W., et al. (2013) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2013.2258391 · Cited by 142
“The divergence of the electric field applies a dielectrophoretic force Fd on the particle with a dipole moment [16]”
BackgroundManipulation of carbon nanotubes using AC dielectrophoresis
Li, J., Zhang, Q., Peng, N., et al. (2005) · Applied Physics Letters · doi:10.1063/1.1901825 · Cited by 141
Particle Tracking Techniques for Electrokinetic Microchannel Flows
Devasenathipathy, S., Santiago, J. G., & Takehara, K. (2002) · Analytical Chemistry · doi:10.1021/ac011243s · Cited by 141
Electrohydrodynamic Model of Vesicle Deformation in Alternating Electric Fields
Vlahovska, P. M., Gracià, R. S., Aranda-Espinoza, S., et al. (2009) · Biophysical Journal · doi:10.1016/j.bpj.2009.03.054 · Cited by 140
“A common theme among different theoretical models is the assumption that the cell is a lossy dielectric particle of fixed shape (a sphere (6,9) or an ellipsoid (10,11)).”
BackgroundOptically Controlled Cell Discrimination and Trapping Using Optoelectronic Tweezers
Ohta, A. T., Chiou, P.-Y. E., Phan, H. L., Sherwood, S. W., Yang, J. M., Lau, A. N. K., Hsu, H.-Y., Jamshidi, A., & Wu, M. C. (2007) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2007.893558 · Cited by 140
Bhatt, K. H., Grego, S., & Velev, O. D. (2005) · Langmuir · doi:10.1021/la050658w · Cited by 139
Sukhorukov, V. L., Mussauer, H., & Zimmermann, U. (1998) · The Journal of Membrane Biology · doi:10.1007/s002329900387 · Cited by 139
“This phenomenon is known as the Maxwell-Wagner interfacial polarization [12, 23, 30].”
BackgroundMethodInfluentialMicrofluidic separation of live and dead yeast cells using reservoir-based dielectrophoresis
Patel, S., Showers, D., Vedantam, P., et al. (2012) · Biomicrofluidics · doi:10.1063/1.4732800 · Cited by 137
Design and analysis of extruded quadrupolar dielectrophoretic traps
Voldman, J., Toner, M., Gray, M. L., et al. (2002) · Journal of Electrostatics · doi:10.1016/s0304-3886(02)00120-1 · Cited by 137
“Dielectrophoretic (DEP) traps use the interaction of an induced multipole with a non-uniform electric field to create a stable potential energy well in an electroquasistatic field [1].”
BackgroundMittal, M., & Furst, E. M. (2009) · Advanced Functional Materials · doi:10.1002/adfm.200900908 · Cited by 136
“The dipole moment of an ellipsoid is([65])”
MethodDielectrophoresis tweezers for single cell manipulation
Hunt, T. P., & Westervelt, R. M. (2006) · Biomedical Microdevices · doi:10.1007/s10544-006-8170-z · Cited by 136
“Using MHz AC voltages for DEP minimizes the induced potential across the trapped cell membrane and the electro-osmotic flow of the charged double layer (Jones, 1995).”
BackgroundProtein manipulation with insulator-based dielectrophoresis and direct current electric fields
Lapizco‐Encinas, B. H., Ozuna‐Chacón, S., & Rito‐Palomares, M. (2008) · Journal of Chromatography A · doi:10.1016/j.chroma.2008.05.077 · Cited by 135
Effects of dc-dielectrophoretic force on particle trajectories in microchannels
Kang, K. H., Xuan, X. S., Kang, Y., et al. (2006) · Journal of Applied Physics · doi:10.1063/1.2180430 · Cited by 134
Dielectrophoretic assembly of oriented and switchable two-dimensional photonic crystals
Lumsdon, S. O., Kaler, E. W., Williams, J. P., et al. (2003) · Applied Physics Letters · doi:10.1063/1.1541114 · Cited by 134
Roy, R., Tiller, W. A., Bell, I. R., et al. (2005) · Materials Research Innovations · doi:10.1080/14328917.2005.11784911 · Cited by 133
Physical methods for genetic plant transformation
Rivera, A. L., Gómez-Lim, M. Á., Fernández, F., & Loske, A. M. (2012) · Physics of Life Reviews · doi:10.1016/j.plrev.2012.06.002 · Cited by 133
Assembly of Reconfigurable Colloidal Structures by Multidirectional Field-Induced Interactions
Bharti, B., & Velev, O. D. (2015) · Langmuir · doi:10.1021/la504793y · Cited by 132
Multipolar dielectrophoretic and electrorotation theory
Jones, T. B., & Washizu, M. (1996) · Journal of Electrostatics · doi:10.1016/0304-3886(96)00006-x · Cited by 132
Self-citationDielectrophoretic trapping of single sub-micrometre scale bioparticles
Hughes, M. P., & Morgan, H. (1998) · Journal of Physics D Applied Physics · doi:10.1088/0022-3727/31/17/020 · Cited by 132
Electromanipulation of mammalian cells: fundamentals and application
Zimmermann, U., Friedrich, U., Mussauer, H., Geßner, P., Hamel, K., & Sukhorukov, V. L. (2000) · IEEE Transactions on Plasma Science · doi:10.1109/27.842868 · Cited by 132
Sample preconcentration in microfluidic devices
Lin, C.-C., Hsu, J., & Lee, G. (2010) · Microfluidics and Nanofluidics · doi:10.1007/s10404-010-0661-9 · Cited by 129
“2 (Jones 1995), the particles move toward regions with a maximum electric field intensity if the Clausius–Mossotti factor is positive (pDEP).”
BackgroundJoung, D., Chunder, A., Zhai, L., & Khondaker, S. I. (2010) · Nanotechnology · doi:10.1088/0957-4484/21/16/165202 · Cited by 129
“to the next pair. The AC voltage gave rise to a time averaged DEP force given by F DEP (p )E , where p is the induced dipole moment of the polarizable object and E is the non-uniform electric field [20]. The strong electric field gradient caused the RGO sheets to align along the field direction and assembled between t…”
BackgroundLewpiriyawong, N., Kandaswamy, K., Yang, C., et al. (2011) · Analytical Chemistry · doi:10.1021/ac202137y · Cited by 130
Autonomous materials systems from active liquid crystals
Zhang, R., Mozaffari, A., & Pablo, J. (2021) · Nature Reviews Materials · doi:10.1038/s41578-020-00272-x · Cited by 130
Cen, E. G., Dalton, C., Li, Y., et al. (2004) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2004.05.002 · Cited by 130
“where g is the viscosity of the medium (Jones, 1995).”
BackgroundSelective concentration of human cancer cells using contactless dielectrophoresis
Henslee, E. A., Sano, M. B., Rojas, A. D., et al. (2011) · Electrophoresis · doi:10.1002/elps.201100081 · Cited by 129
Electric field sensitive neutral polymer gels
Filipcsei, G., Fehér, J., & Zrı́nyi, M. (2000) · Journal of Molecular Structure · doi:10.1016/s0022-2860(00)00564-0 · Cited by 129
Dielectric measurement of cell death
Patel, P., & Markx, G. H. (2008) · Enzyme and Microbial Technology · doi:10.1016/j.enzmictec.2008.09.005 · Cited by 129
“This polarisation is accompanied by the formation of a high electric field across the cell membrane, and the cell itself forming a strong dipole [9–14].”
BackgroundMethodInfluentialLeukemic cell intracellular responses to nanosecond electric fields
Chen, N., Schoenbach, K. H., Kolb, J. F., Swanson, R. J., Garner, A. L., Yang, J., Joshi, R. P., & Beebe, S. J. (2004) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2004.03.063 · Cited by 129
Dielectrophoresis: From Molecular to Micrometer-Scale Analytes
Kim, D., Sonker, M., & Ros, A. (2018) · Analytical Chemistry · doi:10.1021/acs.analchem.8b05454 · Cited by 128
Tunable Liquid Lenses: Emerging Technologies and Future Perspectives
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Active colloids as mobile microelectrodes for unified label-free selective cargo transport
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Electrodeless dielectrophoresis for bioanalysis: Theory, devices and applications
Regtmeier, J., Eichhorn, R., Viefhues, M., Bogunovic, L., & Anselmetti, D. (2011) · Electrophoresis · doi:10.1002/elps.201100055 · Cited by 125
“The term, first adopted by Pohl in 1951 [4], refers to the motion of a polarizable object in an inhomogeneous electric field [5, 6].”
BackgroundLewpiriyawong, N., Yang, C., & Lam, Y. C. (2010) · Electrophoresis · doi:10.1002/elps.201000087 · Cited by 125
Dielectrophoretic Batch Fabrication of Bundled Carbon Nanotube Thermal Sensors
Fung, C. K. M., Wong, T., Chan, R. H. M., et al. (2004) · IEEE Transactions on Nanotechnology · doi:10.1109/tnano.2004.834156 · Cited by 125
“As the potential difference applied is proportional to the magnitude of the electric field, a larger potential can increase the magnitude of the DEP force and offer a larger torque to align the MWNT with the electric-field direction [20].”
BackgroundDong, L., Bush, J. M., Chirayos, V., et al. (2005) · Nano Letters · doi:10.1021/nl051650+ · Cited by 124
Dynamics of carbon nanotube alignment by electric fields
Oliva-Avilés, A. I., Avilés, F., Sosa, V., et al. (2012) · Nanotechnology · doi:10.1088/0957-4484/23/46/465710 · Cited by 123
Structure and dynamics of magnetorheological fluids in rotating magnetic fields
Melle, S., Fuller, G. G., & Rubio, M. A. (2000) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.61.4111 · Cited by 123
Operational Regimes and Physics Present in Optoelectronic Tweezers
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“illuminated region [12].”
Skowronek, V., Rambach, R. W., Schmid, L., et al. (2013) · Analytical Chemistry · doi:10.1021/ac402607p · Cited by 122
Active colloids in liquid crystals
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Microscale Transport and Sorting by Kinesin Molecular Motors
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Microfluidic Isolation and Enrichment of Nanoparticles
Xie, Y., Rufo, J., Zhong, R., Rich, J. T., Li, P., Leong, K. W., & Huang, T. J. (2020) · ACS Nano · doi:10.1021/acsnano.0c06336 · Cited by 122
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Active structuring of colloidal armour on liquid drops
Dommersnes, P., Rozynek, Z., Mikkelsen, A., et al. (2013) · Nature Communications · doi:10.1038/ncomms3066 · Cited by 120
Manipulation and characterization of red blood cells with alternating current fields in microdevices
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Microassembly technologies for MEMS
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Inducing Propulsion of Colloidal Dimers by Breaking the Symmetry in Electrohydrodynamic Flow
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“This method allows us to accurately measure all properties of each lobe before making the dimers [23-31].”
MethodPolarization and interactions of colloidal particles in ac electric fields
Mittal, M., Lele, P. P., Kaler, E. W., et al. (2008) · The Journal of Chemical Physics · doi:10.1063/1.2969103 · Cited by 118
Mitigation of lunar dust on solar panels and optical elements utilizing electrostatic traveling-wave
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Metadata
- Authors
- Jones, T. B.
- Affiliations
- University of Rochester (US)
- Corresponding author
- Jones, Thomas B.
- Venue
- Cambridge University Press eBooks
- Publisher
- Cambridge University Press
- Published
- 1995-10-27
- OpenAlex
- W208653037
- Cited by
- 2,786
- References
- 0
- Citations by year
- 2026: 36 · 2025: 56 · 2024: 48 · 2023: 70 · 2022: 50 · 2021: 75 · 2020: 98 · 2019: 92 · 2018: 111 · 2017: 104 · 2016: 100 · 2015: 131 · 2014: 140 · 2013: 152 · 2012: 145
- FWCI
- 16.09
- Type
- book
- Language
- en
- Open access
- closed
- Locations
- Cambridge University Press eBooks (publishedVersion)
- International Linear Collider (submittedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrohydrodynamics and Fluid Dynamics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum and Classical Electrodynamics
- Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Bio-sensing Technologies
- Keywords
- particle manipulation, particle characterization, electrostatics, magnetostatics, particulate matter pollution, single-cell manipulation, DNA manipulation, fluidized bed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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