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Dynamic wetting of various liquids: Theoretical models, experiments, simulations and applications. Adv Colloid Interface Sci 2023; 313:102861. [PMID: 36842344 DOI: 10.1016/j.cis.2023.102861] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 02/12/2023] [Accepted: 02/13/2023] [Indexed: 02/23/2023]
Abstract
Dynamic wetting is a ubiquitous phenomenon and frequently observed in our daily life, as exemplified by the famous lotus effect. It is also an interfacial process of upmost importance involving many cutting-edge applications and has hence received significantly increasing academic and industrial attention for several decades. However, we are still far away to completely understand and predict wetting dynamics for a given system due to the complexity of this dynamic process. The physics of moving contact lines is mainly ascribed to the full coupling with the solid surface on which the liquids contact, the atmosphere surrounding the liquids, and the physico-chemical characteristics of the liquids involved (small-molecule liquids, metal liquids, polymer liquids, and simulated liquids). Therefore, to deepen the understanding and efficiently harness wetting dynamics, we propose to review the major advances in the available literature. After an introduction providing a concise and general background on dynamic wetting, the main theories are presented and critically compared. Next, the dynamic wetting of various liquids ranging from small-molecule liquids to simulated liquids are systematically summarized, in which the new physical concepts (such as surface segregation, contact line fluctuations, etc.) are particularly highlighted. Subsequently, the related emerging applications are briefly presented in this review. Finally, some tentative suggestions and challenges are proposed with the aim to guide future developments.
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2
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Study of the contact angle of water droplet on the surface of natural K-feldspar with the combination of Ar+ polishing and atomic force microscopy scanning. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.116705] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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3
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Spreading and receding of oil droplets on silanized glass surfaces in water: Role of three-phase contact line flow direction in spontaneous displacement. J Colloid Interface Sci 2020; 587:672-682. [PMID: 33220951 DOI: 10.1016/j.jcis.2020.11.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 11/04/2020] [Accepted: 11/06/2020] [Indexed: 11/20/2022]
Abstract
HYPOTHESIS The spontaneous displacement of both spreading and receding droplets on surfaces are extensively involved in numerous technical applications. We hypothesize that the spreading and receding displacement behaviors could be interpreted differently due to opposite flow directions at the three-phase contact line. EXPERIMENTS We performed two groups of displacement experiments using different initial setups of oil droplets on silanized glass surfaces in aqueous surroundings. FINDINGS The different initial configurations mostly resulted in oil displacement in opposite directions: either spreading or receding of the oil droplet. Different static states were observed at the end of the spreading and receding processes on surfaces with the same wettability due to the contact angle hysteresis. The dynamic displacement was analyzed using the hydrodynamic and molecular kinetic models, which showed distinct applicabilities for the data description of the spreading and receding possesses. The model analysis further indicated the different nature of these possesses, in particular, the resistance to displacement dynamics, which was illustrated by the interpretation of the microscopic slip length and contact line friction in the respective models. This study can shed light on the fundamental role of the displacement direction in the spontaneous liquid-liquid displacement.
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4
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Chen G, Bau HH, Li CH. In Situ Transmission Electron Microscope Liquid Cell 3D Profile Reconstruction and Analysis of Nanoscale Liquid Water Contact Line Movements. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:16712-16717. [PMID: 31756112 DOI: 10.1021/acs.langmuir.9b01428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Static nanodroplets and dynamic contact line (CL) movements were visualized by an in situ transmission electron microscope (TEM) liquid cell technique at nanometer spatial resolution. Crawling and sliding movements of nanoscale CL were observed. The crawling happened at a capillary number (Ca) range of ∼10-9 to ∼10-8, and the sliding happened at a Ca range of ∼10-8 to ∼10-7. Three dimensional (3D) image construction had been employed to study static and dynamic contact angles (CAs) at nanoscale. CA hysteresis at nanoscale was observed in the sliding but not in the crawling. The energies associated with sliding were analyzed to investigate the CA hysteresis. An empirical model of the relationship between nanoscale CAs and Ca was developed. Both the experimental observation and the empirical analysis suggested that the competition among substrate defect, CL elastic, and molecular activation energies dictated different CL movements at nanoscale.
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Affiliation(s)
- Guanglei Chen
- Department of Mechanical Engineering , Villanova University , Villanova , Pennsylvania 19085 , United States
| | - Haim H Bau
- Department of Mechanical Engineering & Applied Mechanics , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - Calvin H Li
- Department of Mechanical Engineering , Villanova University , Villanova , Pennsylvania 19085 , United States
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5
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Blake T, Batts G. The temperature-dependence of the dynamic contact angle. J Colloid Interface Sci 2019; 553:108-116. [DOI: 10.1016/j.jcis.2019.06.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 06/02/2019] [Accepted: 06/03/2019] [Indexed: 11/24/2022]
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6
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Wang H. From Contact Line Structures to Wetting Dynamics. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:10233-10245. [PMID: 31150247 DOI: 10.1021/acs.langmuir.9b00294] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
An important reason for the century-long debate concerning wetting dynamics is the lack of decisive information about the contact line. The contact line cannot be treated as a geometric line but is rather a region with complex structures. The contact line regions have been intensively explored in recent years by utilizing advanced nanoscopic experimental and modeling methods. This feature article summarizes the primary observation results and related modeling progress. A framework is then proposed for understanding the wetting dynamics. Basic questions are raised for future research on the partial wetting of nonvolatile as well as volatile liquids.
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Affiliation(s)
- Hao Wang
- The Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering , Peking University , Beijing 100871 , China
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7
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A generalized variational approach for predicting contact angles of sessile nano-droplets on both flat and curved surfaces. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.02.039] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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8
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Akkus Y, Koklu A, Beskok A. Atomic Scale Interfacial Transport at an Extended Evaporating Meniscus. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:4491-4497. [PMID: 30829490 DOI: 10.1021/acs.langmuir.8b04219] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Recent developments in fabrication techniques have enabled the production of nano- and Ångström-scale conduits. While scientists are able to conduct experimental studies to demonstrate extreme evaporation rates from these capillaries, theoretical modeling of evaporation from a few nanometers or sub-nanometer meniscus interfaces, where the adsorbed film, the transition film, and the intrinsic region are intertwined, is absent in the literature. Using the computational setup constructed, we first identified the detailed profile of a nanoscale evaporating interface and then discovered the existence of lateral momentum transport within and associated net evaporation from adsorbed liquid layers, which are long believed to be at the equilibrium established between equal rates of evaporation and condensation. Contribution of evaporation from the adsorbed layer increases the effective evaporation area, reducing the excessively estimated evaporation flux values. This work takes the first step toward a comprehensive understanding of atomic/molecular scale interfacial transport at extended evaporating menisci. The modeling strategy used in this study opens an opportunity for computational experimentation of steady-state evaporation and condensation at liquid-vapor interfaces located in capillary nanoconduits.
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Affiliation(s)
- Yigit Akkus
- Lyle School of Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
- ASELSAN Inc. , Yenimahalle, Ankara 06172 , Turkey
| | - Anil Koklu
- Lyle School of Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
| | - Ali Beskok
- Lyle School of Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
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9
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Fernández-Toledano JC, Blake T, De Coninck J. Contact-line fluctuations and dynamic wetting. J Colloid Interface Sci 2019; 540:322-329. [DOI: 10.1016/j.jcis.2019.01.041] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 01/09/2019] [Accepted: 01/10/2019] [Indexed: 11/26/2022]
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10
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Zhao L, Cheng J. Characterizing the bifurcating configuration of hydrogen bonding network in interfacial liquid water and its adhesion on solid surfaces. RSC Adv 2019; 9:16423-16430. [PMID: 35516358 PMCID: PMC9064418 DOI: 10.1039/c9ra02578b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 05/21/2019] [Indexed: 12/22/2022] Open
Abstract
The interfacial structures of liquid water molecules adjacent to a solid surface contribute significantly to the interfacial properties of aqueous solutions, and are of prime importance in a wide spectrum of applications. In this work, we use molecular dynamics (MD) simulations to explore the interfacial structures, mainly in term of hydrogen bonding network, of a liquid water film interacting intimately with solid surfaces, which are composed of [100] face centered cubic (FCC) lattices. We disclose the formation of a bifurcating configuration of hydrogen bonds in interfacial liquid water and ascribe its occurrence to the collective effects of water density depletion, hydrogen bonds and local polarization. Such bifurcating configuration of interfacial water molecules consists of repetitive layer by layer water sheets with intra-layer hydrogen bonding network being formed in each layer, and inter-layer defects, i.e., hydrogen bonds formed between two neighboring layers of interfacial water. A lower bound of 2.475 for the average number of hydrogen bonds per interfacial water molecule is expected. Our MD study on the interfacial configuration of water on solid surfaces reveals a quadratic dependence of adhesion on the solid–liquid affinity, bridging the gap between the macroscopic interfacial property Wadh and the microscopic parameter εSL of the depth of the Lennard-Jones solid–liquid potential. Bifurcating configuration of hydrogen bonding network in interfacial liquid water influences its adhesion on solid surfaces.![]()
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Affiliation(s)
- Lei Zhao
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University
- Blacksburg
- USA
| | - Jiangtao Cheng
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University
- Blacksburg
- USA
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11
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Direct measurement of the contact angle of water droplet on quartz in a reservoir rock with atomic force microscopy. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2017.12.002] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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12
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Analyzing the Molecular Kinetics of Water Spreading on Hydrophobic Surfaces via Molecular Dynamics Simulation. Sci Rep 2017; 7:10880. [PMID: 28883662 PMCID: PMC5589961 DOI: 10.1038/s41598-017-11350-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 08/23/2017] [Indexed: 11/15/2022] Open
Abstract
In this paper, we report molecular kinetic analyses of water spreading on hydrophobic surfaces via molecular dynamics simulation. The hydrophobic surfaces are composed of amorphous polytetrafluoroethylene (PTFE) with a static contact angle of ~112.4° for water. On the basis of the molecular kinetic theory (MKT), the influences of both viscous damping and solid-liquid retarding were analyzed in evaluating contact line friction, which characterizes the frictional force on the contact line. The unit displacement length on PTFE was estimated to be ~0.621 nm and is ~4 times as long as the bond length of C-C backbone. The static friction coefficient was found to be ~\documentclass[12pt]{minimal}
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\begin{document}$${10}^{-3}$$\end{document}10−3 Pa·s, which is on the same order of magnitude as the dynamic viscosity of water, and increases with the droplet size. A nondimensional number defined by the ratio of the standard deviation of wetting velocity to the characteristic wetting velocity was put forward to signify the strength of the inherent contact line fluctuation and unveil the mechanism of enhanced energy dissipation in nanoscale, whereas such effect would become insignificant in macroscale. Moreover, regarding a liquid droplet on hydrophobic or superhydrophobic surfaces, an approximate solution to the base radius development was derived by an asymptotic expansion approach.
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Lukyanov AV, Pryer T. Hydrodynamics of Moving Contact Lines: Macroscopic versus Microscopic. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2017; 33:8582-8590. [PMID: 28783342 DOI: 10.1021/acs.langmuir.7b02409] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The fluid-mechanics community is currently divided in assessing the boundaries of applicability of the macroscopic approach to fluid mechanical problems. Can the dynamics of nanodroplets be described by the same macroscopic equations as are used for macrodroplets? To the greatest degree, this question should be addressed to the moving-contact-line problem. The problem is naturally multiscale, where even using slip boundary conditions results in spurious numerical solutions and transcendental stagnation regions in modeling in the vicinity of the contact line. In this article, it is demonstrated through mutual comparisons between macroscopic modeling and molecular dynamics simulations that a small, albeit natural, change in the boundary conditions is all that is necessary to completely regularize the problem and eliminate these nonphysical effects. The limits of the macroscopic approach applied to the moving-contact-line problem have been tested and validated on the basis of microscopic first-principles molecular dynamics simulations.
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Affiliation(s)
- Alex V Lukyanov
- School of Mathematical and Physical Sciences, University of Reading , Reading RG6 6AX, U.K
| | - Tristan Pryer
- School of Mathematical and Physical Sciences, University of Reading , Reading RG6 6AX, U.K
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14
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Liu Q, Chen L, Deng Y, Wang H. Residual nano films and patterns formed by non-volatile liquid dewetting on smooth surfaces. Chem Phys Lett 2017. [DOI: 10.1016/j.cplett.2017.05.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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15
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Sun J, Wang HS. On the early and developed stages of surface condensation: competition mechanism between interfacial and condensate bulk thermal resistances. Sci Rep 2016; 6:35003. [PMID: 27721397 PMCID: PMC5056363 DOI: 10.1038/srep35003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 09/22/2016] [Indexed: 11/21/2022] Open
Abstract
We use molecular dynamics simulation to investigate the early and developed stages of surface condensation. We find that the liquid-vapor and solid-liquid interfacial thermal resistances depend on the properties of solid and fluid, which are time-independent, while the condensate bulk thermal resistance depends on the condensate thickness, which is time-dependent. There exists intrinsic competition between the interfacial and condensate bulk thermal resistances in timeline and the resultant total thermal resistance determines the condensation intensity for a given vapor-solid temperature difference. We reveal the competition mechanism that the interfacial thermal resistance dominates at the onset of condensation and holds afterwards while the condensate bulk thermal resistance gradually takes over with condensate thickness growing. The weaker the solid-liquid bonding, the later the takeover occurs. This competition mechanism suggests that only when the condensate bulk thermal resistance is reduced after it takes over the domination can the condensation be effectively intensified. We propose a unified theoretical model for the thermal resistance analysis by making dropwise condensation equivalent to filmwise condensation. We further find that near a critical point (contact angle being ca. 153°) the bulk thermal resistance has the least opportunity to take over the domination while away from it the probability increases.
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Affiliation(s)
- Jie Sun
- Institute of Engineering Thermophysics, Chinese Academy of Sciences, Beijing 100190, China
| | - Hua Sheng Wang
- School of Engineering and Materials Science, Queen Mary University of London, London E1 4NS, UK
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16
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Lu G, Wang XD, Duan YY. A Critical Review of Dynamic Wetting by Complex Fluids: From Newtonian Fluids to Non-Newtonian Fluids and Nanofluids. Adv Colloid Interface Sci 2016; 236:43-62. [PMID: 27521099 DOI: 10.1016/j.cis.2016.07.004] [Citation(s) in RCA: 99] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Revised: 07/02/2016] [Accepted: 07/20/2016] [Indexed: 01/22/2023]
Abstract
Dynamic wetting is an important interfacial phenomenon in many industrial applications. There have been many excellent reviews of dynamic wetting, especially on super-hydrophobic surfaces with physical or chemical coatings, porous layers, hybrid micro/nano structures and biomimetic structures. This review summarizes recent research on dynamic wetting from the viewpoint of the fluids rather than the solid surfaces. The reviewed fluids range from simple Newtonian fluids to non-Newtonian fluids and complex nanofluids. The fundamental physical concepts and principles involved in dynamic wetting phenomena are also reviewed. This review focus on recent investigations of dynamic wetting by non-Newtonian fluids, including the latest experimental studies with a thorough review of the best dynamic wetting models for non-Newtonian fluids, to illustrate their successes and limitations. This paper also reports on new results on the still fledgling field of nanofluid wetting kinetics. The challenges of research on nanofluid dynamic wetting is not only due to the lack of nanoscale experimental techniques to probe the complex nanoparticle random motion, but also the lack of multiscale experimental techniques or theories to describe the effects of nanoparticle motion at the nanometer scale (10(-9) m) on the dynamic wetting taking place at the macroscopic scale (10(-3) m). This paper describes the various types of nanofluid dynamic wetting behaviors. Two nanoparticle dissipation modes, the bulk dissipation mode and the local dissipation mode, are proposed to resolve the uncertainties related to the various types of dynamic wetting mechanisms reported in the literature.
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17
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Neumann RF, Engel M, Steiner M. Two dimensional, electronic particle tracking in liquids with a graphene-based magnetic sensor array. NANOSCALE 2016; 8:13652-13658. [PMID: 27366868 DOI: 10.1039/c6nr03434a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The investigation and control of liquid flow at the nanometer scale is a key area of applied research with high relevance to physics, chemistry, and biology. We introduce a method and a device that allows the spatial resolution of liquid flow by integrating an array of graphene-based magnetic (Hall) sensors that is used for tracking the movement of magnetic nanoparticles immersed in a liquid under investigation. With a novel device concept based on standard integration processes and experimentally verified material parameters, we numerically simulate the performance of a single sensor pixel, as well as the whole sensor array, for tracking magnetic nanoparticles having typical properties. The results demonstrate that the device enables (a) the detection of individual nanoparticles in the liquid with high accuracy and (b) the reconstruction of a particle's flow-driven trajectory across the integrated sensor array with sub-pixel precision as a function of time, in what we call the "Magnetic nanoparticle velocimetry" technique. Since the method does not rely on optical detection, potential lab-on-chip applications include particle tracking and flow analysis in opaque media at the sub-micron scale.
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Affiliation(s)
- Rodrigo F Neumann
- IBM Research, Av. Pasteur 138 & 146, Urca, Rio de Janeiro, 22290-240, Brazil.
| | - Michael Engel
- IBM Research, Yorktown Heights, New York, 10598, USA
| | - Mathias Steiner
- IBM Research, Av. Pasteur 138 & 146, Urca, Rio de Janeiro, 22290-240, Brazil.
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18
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Lukyanov AV, Likhtman AE. Dynamic Contact Angle at the Nanoscale: A Unified View. ACS NANO 2016; 10:6045-6053. [PMID: 27276341 DOI: 10.1021/acsnano.6b01630] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Generation of a dynamic contact angle in the course of wetting is a fundamental phenomenon of nature. Dynamic wetting processes have a direct impact on flows at the nanoscale, and therefore, understanding them is exceptionally important to emerging technologies. Here, we reveal the microscopic mechanism of dynamic contact angle generation. It has been demonstrated using large-scale molecular dynamics simulations of bead-spring model fluids that the main cause of local contact angle variations is the distribution of microscopic force acting at the contact line region. We were able to retrieve this elusive force with high accuracy. It has been directly established that the force distribution can be solely predicted on the basis of a general friction law for liquid flow at solid surfaces by Thompson and Troian. The relationship with the friction law provides both an explanation of the phenomenon of dynamic contact angle and a methodology for future predictions. The mechanism is intrinsically microscopic, universal, and irreducible and is applicable to a wide range of problems associated with wetting phenomena.
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Affiliation(s)
- Alex V Lukyanov
- School of Mathematical and Physical Sciences, University of Reading , Reading RG6 6AX, United Kingdom
| | - Alexei E Likhtman
- School of Mathematical and Physical Sciences, University of Reading , Reading RG6 6AX, United Kingdom
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19
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Deng Y, Chen L, Liu Q, Yu J, Wang H. Nanoscale View of Dewetting and Coating on Partially Wetted Solids. J Phys Chem Lett 2016; 7:1763-1768. [PMID: 27115464 DOI: 10.1021/acs.jpclett.6b00620] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
There remain significant gaps in our ability to predict dewetting and wetting despite the extensive study over the past century. An important reason is the absence of nanoscopic knowledge about the processes near the moving contact line. This experimental study for the first time obtained the liquid morphology within 10 nm of the contact line, which was receding at low speed (U < 50 nm/s). The results put an end to long-standing debate about the microscopic contact angle, which turned out to be varying with the speed as opposed to the constant-angle assumption that has been frequently employed in modeling. Moreover, a residual film of nanometer thickness ubiquitously remained on the solid after the receding contact line passed. This microscopic residual film modified the solid surface and thus made dewetting far from a simple reverse of wetting. A complete scenario for dewetting and coating is provided.
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Affiliation(s)
- Yajun Deng
- Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering, Peking University, and Key Lab of Theory and Technology for Advanced Batteries Materials , Beijing 100871, China
| | - Lei Chen
- Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering, Peking University, and Key Lab of Theory and Technology for Advanced Batteries Materials , Beijing 100871, China
| | - Qiao Liu
- Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering, Peking University, and Key Lab of Theory and Technology for Advanced Batteries Materials , Beijing 100871, China
| | - Jiapeng Yu
- Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering, Peking University, and Key Lab of Theory and Technology for Advanced Batteries Materials , Beijing 100871, China
| | - Hao Wang
- Laboratory of Heat and Mass Transport at Micro-Nano Scale, College of Engineering, Peking University, and Key Lab of Theory and Technology for Advanced Batteries Materials , Beijing 100871, China
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