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Modeling and Validation of the van der Waals Force During the Adhesion of Nanoscale Objects to Rough Surfaces: A Detailed Description

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Forney Hall of Chemical Engineering, Purdue University, West Lafayette, Indiana 47907-2100
*Corresponding author. Address: School of Chemical Engineering, Purdue University, West Lafayette, IN. Phone: (765) 494-7944. Fax: (765) 494-0805. E-mail: [email protected]
Cite this: Langmuir 2009, 25, 18, 10612–10623
Publication Date (Web):August 14, 2009
https://doi.org/10.1021/la804275m
Copyright © 2009 American Chemical Society

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    Abstract

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    The interactions between nanoparticles and rough surfaces are of great scientific and engineering importance and have numerous applications in surface science and biotechnology. Surface geometry and roughness play crucial roles in observed particle adhesion forces. We previously developed a model and simulation approach to describe adhesion between microscale bodies. This work provides detailed descriptions of the modeling framework, with associated experimental validation, applied to nanoscale systems. The physical systems of interest include nanoscale silicon nitride adhering to different surfaces in both dry and aqueous environments. To perform the modeling work, precise descriptions of the geometry of the particle and the roughness of the particle and substrate were generated. By superimposing the roughness and geometry models for the particle and the substrate, it was possible to precisely describe the spatial configurations of the adhering surfaces. The interacting surfaces were then discretized, and the adhesion force between the two surfaces was calculated by using Hamaker’s additive approach, based on van der Waals interactions. In the experimental work, an atomic force microscope (AFM) was used to measure the adhesion force (pull-off force) between nanoscale silicon nitride cantilever tips and a range of substrates in different environments. The measured and predicted force distributions were compared, and good agreement was observed between theory and experiment.

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    14. Jérôme Dejeu, Mikhael Bechelany, Patrick Rougeot, Laëtitia Philippe, and Michaël Gauthier . Adhesion Control for Micro- and Nanomanipulation. ACS Nano 2011, 5 (6) , 4648-4657. https://doi.org/10.1021/nn200658z
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    46. Stephen Beaudoin, Priyanka Jaiswal, Aaron Harrison, Jennifer Laster, Kathryn Smith, Melissa Sweat, Myles Thomas. Fundamental Forces in Particle Adhesion. 2015, 1-79. https://doi.org/10.1002/9781118831571.ch1
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    48. Christophe Henry, Jean-Pierre Minier. Progress in particle resuspension from rough surfaces by turbulent flows. Progress in Energy and Combustion Science 2014, 45 , 1-53. https://doi.org/10.1016/j.pecs.2014.06.001
    49. Cornelius Fischer, Inna Kurganskaya, Thorsten Schäfer, Andreas Lüttge. Variability of crystal surface reactivity: What do we know?. Applied Geochemistry 2014, 43 , 132-157. https://doi.org/10.1016/j.apgeochem.2014.02.002
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    51. Fabio L. Leite, Carolina C. Bueno, Alessandra L. Da Róz, Ervino C. Ziemath, Osvaldo N. Oliveira. Theoretical Models for Surface Forces and Adhesion and Their Measurement Using Atomic Force Microscopy. International Journal of Molecular Sciences 2012, 13 (12) , 12773-12856. https://doi.org/10.3390/ijms131012773
    52. Dave K. Balachandran, Laila J. Jallo, Rajesh N. Davé, Stephen P. Beaudoin. Adhesion of dry nano-coated microparticles to stainless steel: A physical interpretation. Powder Technology 2012, 226 , 1-9. https://doi.org/10.1016/j.powtec.2012.02.035
    53. Rouholla Alizadegan, Albert D. Liao, Feng Xiong, Eric Pop, K. Jimmy Hsia. Effects of tip-nanotube interactions on atomic force microscopy imaging of carbon nanotubes. Nano Research 2012, 5 (4) , 235-247. https://doi.org/10.1007/s12274-012-0203-8
    54. Caitlin M. Kilroy, Ravi P. Jaiswal, Stephen P. Beaudoin. Adhesion of Contaminant Particles to Advanced Photomask Materials. IEEE Transactions on Semiconductor Manufacturing 2012, 25 (1) , 37-44. https://doi.org/10.1109/TSM.2011.2176519
    55. Chongyang Shen, Lian-Ping Wang, Baoguo Li, Yuanfang Huang, Yan Jin. Role of Surface Roughness in Chemical Detachment of Colloids Deposited at Primary Energy Minima. Vadose Zone Journal 2012, 11 (1) https://doi.org/10.2136/vzj2011.0057
    56. Meysam Rahmat, Hossein Ghiasi, Pascal Hubert. An interaction stress analysis of nanoscale elastic asperity contacts. Nanoscale 2012, 4 (1) , 157-166. https://doi.org/10.1039/C1NR11294E
    57. Qian Xu, Xiang Zhao. Electrostatic interactions versus van der Waals interactions in the self-assembly of dispersed nanodiamonds. Journal of Materials Chemistry 2012, 22 (32) , 16416. https://doi.org/10.1039/c2jm32918b
    58. Amir Sanati Nezhad, Ion Stiharu, Muthu Packiricamy, Rama B. Bhat Mechanical. Modelling of Adhesive Forces in Nanotweezer. Advanced Materials Research 2011, 403-408 , 1122-1129. https://doi.org/10.4028/www.scientific.net/AMR.403-408.1122
    59. Polina Prokopovich, Victor Starov. Adhesion models: From single to multiple asperity contacts. Advances in Colloid and Interface Science 2011, 168 (1-2) , 210-222. https://doi.org/10.1016/j.cis.2011.03.004
    60. Chongyang Shen, Baoguo Li, Chao Wang, Yuanfang Huang, Yan Jin. Surface Roughness Effect on Deposition of Nano‐ and Micro‐Sized Colloids in Saturated Columns at Different Solution Ionic Strengths. Vadose Zone Journal 2011, 10 (3) , 1071-1081. https://doi.org/10.2136/vzj2011.0011
    61. Polina Prokopovich, Stefano Perni. Comparison of JKR- and DMT-based multi-asperity adhesion model: Theory and experiment. Colloids and Surfaces A: Physicochemical and Engineering Aspects 2011, 383 (1-3) , 95-101. https://doi.org/10.1016/j.colsurfa.2011.01.011
    62. M. Zhu, J. Park, A. M. Sastry. Particle Interaction and Aggregation in Cathode Material of Li-Ion Batteries: A Numerical Study. Journal of The Electrochemical Society 2011, 158 (10) , A1155. https://doi.org/10.1149/1.3625286
    63. Ravi P. Jaiswal, Stephen P. Beaudoin. Nanoparticle Adhesion Models: Applications in Particulate Contaminant Removal from Extreme Ultraviolet Lithography Photomasks. Journal of Adhesion Science and Technology 2011, 25 (8) , 781-797. https://doi.org/10.1163/016942410X511123

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