1
|
Li F, Smoukov SK, Korotkin I, Taiji M, Karabasov S. Interfacial Layer Breaker: A Violation of Stokes' Law in High-Speed Atomic Force Microscope Flows. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:220-226. [PMID: 36537801 PMCID: PMC9835886 DOI: 10.1021/acs.langmuir.2c02418] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 12/06/2022] [Indexed: 06/17/2023]
Abstract
Structured water near surfaces is important in nonclassical crystallization, biomineralization, and restructuring of cellular membranes. In addition to equilibrium structures, studied by atomic force microscopy (AFM), high-speed AFM (H-S AFM) can now detect piconewton forces in microseconds. With increasing speeds and decreasing tip diameters, there is a danger that continuum water models will not hold, and molecular dynamic (MD) simulations would be needed for accurate predictions. MD simulations, however, can only evolve over tens of nanoseconds due to memory and computational efficiency/speed limitations, so new methods are needed to bridge the gap. Here, we report a hybrid, multiscale simulation method, which can bridge the size and time scale gaps to existing experiments. Structured water is studied between a moving silica AFM colloidal tip and a cleaved mica surface. The computational domain includes 1,472,766 atoms. To mimic the effect of long-range hydrodynamic forces occurring in water, when moving the AFM tip at speeds from 5 × 10-7 to 30 m/s, a hybrid multiscale method with local atomistic resolution is used, which serves as an effective open-domain boundary condition. The multiscale simulation is thus equivalent to using a macroscopically large computational domain with equilibrium boundary conditions. Quantification of the drag force shows the breaking of continuum behavior. Nonmonotonic dependence on both the tip speed and distance from the surface implies breaking of the hydration layer around the moving tip at time scales smaller than water cluster formation and strong water compressibility effects at the highest speeds.
Collapse
Affiliation(s)
- Fan Li
- The
School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1
4NSLondon, United
Kingdom
| | - Stoyan K. Smoukov
- The
School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1
4NSLondon, United
Kingdom
| | - Ivan Korotkin
- The
School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1
4NSLondon, United
Kingdom
- Mathematical
Sciences, University of Southampton, University Road, SO17 1BJSouthampton, United Kingdom
| | - Makoto Taiji
- Laboratory
for Computational Molecular Design, Computational Biology Research
Core, RIKEN Quantitative Biology Center
(QBiC), 1-6-5 Minatojima Minamimachi, Chuo-Ku, Kobe, Hyogo650-0047, Japan
| | - Sergey Karabasov
- The
School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1
4NSLondon, United
Kingdom
| |
Collapse
|
2
|
Papež P, Praprotnik M. Dissipative Particle Dynamics Simulation of Ultrasound Propagation through Liquid Water. J Chem Theory Comput 2022; 18:1227-1240. [PMID: 35001631 PMCID: PMC8830050 DOI: 10.1021/acs.jctc.1c01020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
![]()
Ultrasound is widely
used as a noninvasive method in therapeutic
and diagnostic applications. These can be further optimized by computational
approaches, as they allow for controlled testing and rational optimization
of the ultrasound parameters, such as frequency and amplitude. Usually,
continuum numerical methods are used to simulate ultrasound propagating
through different tissue types. In contrast, ultrasound simulations
using particle description are less common, as the implementation
is challenging. In this work, a dissipative particle dynamics model
is used to perform ultrasound simulations in liquid water. The effects
of frequency and thermostat parameters are studied and discussed.
We show that frequency and thermostat parameters affect not only the
attenuation but also the computed speed of sound. The present study
paves the way for development and optimization of a virtual ultrasound
machine for large-scale biomolecular simulations.
Collapse
Affiliation(s)
- Petra Papež
- Laboratory for Molecular Modeling, National Institute of Chemistry, Hajdrihova 19, Ljubljana, SI-1001, Slovenia.,Department of Physics, Faculty of Mathematics and Physics, University of Ljubljana, Jadranska 19, Ljubljana, SI-1000, Slovenia
| | - Matej Praprotnik
- Laboratory for Molecular Modeling, National Institute of Chemistry, Hajdrihova 19, Ljubljana, SI-1001, Slovenia.,Department of Physics, Faculty of Mathematics and Physics, University of Ljubljana, Jadranska 19, Ljubljana, SI-1000, Slovenia
| |
Collapse
|
3
|
Liu X, Korotkin I, Rao Z, Karabasov S. A Thermostat‐Consistent Fully Coupled Molecular Dynamics–Generalized Fluctuating Hydrodynamics Model for Non‐Equilibrium Flows. ADVANCED THEORY AND SIMULATIONS 2021. [DOI: 10.1002/adts.202100360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Xinjian Liu
- School of Electrical and Power Engineering China University of Mining and Technology Xuzhou 221116 China
- The School of Engineering and Materials Science Queen Mary University of London Mile End Road London E1 4NS UK
| | - Ivan Korotkin
- Mathematical Sciences University of Southampton University Rd. Southampton SO17 1BJ UK
| | - Zhonghao Rao
- School of Electrical and Power Engineering China University of Mining and Technology Xuzhou 221116 China
| | - Sergey Karabasov
- The School of Engineering and Materials Science Queen Mary University of London Mile End Road London E1 4NS UK
| |
Collapse
|
4
|
Abdelhalim AOE, Sharoyko VV, Ageev SV, Farafonov VS, Nerukh DA, Postnov VN, Petrov AV, Semenov KN. Graphene Oxide of Extra High Oxidation: A Wafer for Loading Guest Molecules. J Phys Chem Lett 2021; 12:10015-10024. [PMID: 34618465 DOI: 10.1021/acs.jpclett.1c02766] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
We present a new modification of graphene oxide with very high content (85 wt %) of oxygen-containing functional groups (hydroxy, epoxy, lactol, carboxyl, and carbonyl groups) that forms stable aqueous dispersion in up to 9 g·L-1 concentration solutions. A novel faster method of the synthesis is described that produces up to 1 kg of the material and allows controlling the particle size in solution. The synthesized compound was characterized by various physicochemical methods and molecular dynamics modeling, revealing a unique structure in the form of a multilayered wafer of several sheets thick, where each sheet is highly corrugated. The ragged structure of the sheets forms pockets with hindered mobility of water that leads to the possibility of trapping guest molecules.
Collapse
Affiliation(s)
- Abdelsattar O E Abdelhalim
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
- Environmental Research Department, National Center for Social and Criminological Research (NCSCR), Giza 11561, Egypt
| | - Vladimir V Sharoyko
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
- Pavlov First Saint Petersburg State Medical University, 6-8 L'va Tolstogo ulitsa, Saint Petersburg, 197022, Russia
- A. M. Granov Russian Research Centre for Radiology and Surgical Technologies, 70 Leningradskaya ulitsa, Saint Petersburg, 197758, Russia
| | - Sergei V Ageev
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
- Pavlov First Saint Petersburg State Medical University, 6-8 L'va Tolstogo ulitsa, Saint Petersburg, 197022, Russia
| | - Vladimir S Farafonov
- V. N. Karazin Kharkiv National University, 4 Svobody ploshchad', Kharkiv, 61022, Ukraine
| | - Dmitry A Nerukh
- Department of Mathematics, Aston University, Birmingham, B4 7ET, The United Kingdom
| | - Viktor N Postnov
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
| | - Andrey V Petrov
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
| | - Konstantin N Semenov
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii prospekt, Saint Petersburg, 198504, Russia
- Pavlov First Saint Petersburg State Medical University, 6-8 L'va Tolstogo ulitsa, Saint Petersburg, 197022, Russia
- A. M. Granov Russian Research Centre for Radiology and Surgical Technologies, 70 Leningradskaya ulitsa, Saint Petersburg, 197758, Russia
| |
Collapse
|
5
|
Li F, Korotkin I, Farafonov V, Karabasov SA. Lateral migration of peptides in transversely sheared flows in water: An atomistic-scale-resolving simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
6
|
Liu X, Korotkin I, Rao Z, Karabasov S. A Thermostat‐Consistent Fully Coupled Molecular Dynamics—Generalized Fluctuating Hydrodynamics Model. ADVANCED THEORY AND SIMULATIONS 2020. [DOI: 10.1002/adts.202000209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Xinjian Liu
- School of Electrical and Power Engineering China University of Mining and Technology Xuzhou 221116 China
- The School of Engineering and Materials Science Queen Mary University of London Mile End Road London E1 4NS UK
| | - Ivan Korotkin
- Mathematical Sciences University of Southampton University Rd. Southampton SO17 1BJ UK
| | - Zhonghao Rao
- School of Electrical and Power Engineering China University of Mining and Technology Xuzhou 221116 China
| | - Sergey Karabasov
- The School of Engineering and Materials Science Queen Mary University of London Mile End Road London E1 4NS UK
| |
Collapse
|
7
|
Delle Site L, Praprotnik M, Bell JB, Klein R. Particle–Continuum Coupling and its Scaling Regimes: Theory and Applications. ADVANCED THEORY AND SIMULATIONS 2020. [DOI: 10.1002/adts.201900232] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Luigi Delle Site
- Freie Universität Berlin Institute of Mathematics Arnimallee 6, 14195 Berlin Germany
| | - Matej Praprotnik
- Laboratory for Molecular Modeling National Institute of Chemistry SI‐1001 Ljubljana, Slovenia & Department of Physics Faculty of Mathematics and Physics University of Ljubljana SI‐1000 Ljubljana Slovenia
| | - John B. Bell
- Lawrence Berkeley National Lab 1 Cyclotron Rd. Berkeley CA 94720 USA
| | - Rupert Klein
- Freie Universität Berlin Institute of Mathematics Arnimallee 6, 14195 Berlin Germany
| |
Collapse
|
8
|
Hu J, Korotkin I, Karabasov S. Hybrid multiscale simulation reveals focusing of a diffusing peptide molecule by parallel shear flow in water. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.01.152] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
9
|
Korotkin IA, Karabasov SA. A generalised Landau-Lifshitz fluctuating hydrodynamics model for concurrent simulations of liquids at atomistic and continuum resolution. J Chem Phys 2018; 149:244101. [PMID: 30599699 DOI: 10.1063/1.5058804] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
A new hybrid molecular dynamics-hydrodynamics method based on the analogy with two-phase flows is implemented that takes into account the feedback of molecular dynamics on hydrodynamics consistently. The consistency is achieved by deriving a discrete system of fluctuating hydrodynamic equations whose solution converges to the locally averaged molecular dynamics field exactly in terms of the locally averaged fields. The new equations can be viewed as a generalisation of the classical continuum Landau-Lifshitz fluctuating hydrodynamics model in statistical mechanics to include a smooth transition from large-scale continuum hydrodynamics that obeys a Gaussian statistics to all-atom molecular dynamics. Similar to the classical Landau-Lifshitz fluctuating hydrodynamics model, the suggested generalised Landau-Lifshitz fluctuating hydrodynamics equations are too complex for analytical solution; hence, a computational scheme for solving these equations is suggested. The scheme is implemented in a popular open-source molecular dynamics code GROMACS (GROningen MAchine for Chemical Simulations), and numerical examples are provided for liquid argon simulations under equilibrium conditions and under macroscopic flow effects.
Collapse
Affiliation(s)
- I A Korotkin
- School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, London E1 4NS, United Kingdom
| | - S A Karabasov
- School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, London E1 4NS, United Kingdom
| |
Collapse
|
10
|
Hu J, Korotkin IA, Karabasov SA. A multi-resolution particle/fluctuating hydrodynamics model for hybrid simulations of liquids based on the two-phase flow analogy. J Chem Phys 2018; 149:084108. [PMID: 30193466 DOI: 10.1063/1.5040962] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
A triple-scale model of a molecular liquid, where atomistic, coarse-grained, and hydrodynamic descriptions of the same substance are consistently combined, is developed. Following the two-phase analogy method, the continuum and discrete particle representations of the same substance are coupled together in the framework of conservation laws for mass and momentum that are treated as effective phases of a nominally two-phase flow. The effective phase distribution, which governs the model resolution locally, is a user-defined function. In comparison with the previous models of this kind in the literature which used the classical Molecular Dynamics (MD) for the particulate phase, the current approach uses the Adaptive Resolution Scheme (AdResS) and stochastic integration to smoothen the particle transition from non-bonded atom dynamics to hydrodynamics. Accuracy and robustness of the new AdResS-Fluctuating Hydrodynamics (FH) model for water at equilibrium conditions is compared with the previous implementation of the two-phase analogy model based on the MD-FH method. To demonstrate that the AdResS-FH method can accurately support hydrodynamic fluctuations of mass and momentum, a test problem of high-frequency acoustic wave propagation through a small hybrid computational domain region is considered.
Collapse
Affiliation(s)
- J Hu
- The School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1 4NS London, United Kingdom
| | - I A Korotkin
- The School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1 4NS London, United Kingdom
| | - S A Karabasov
- The School of Engineering and Materials Science, Queen Mary University of London, Mile End Road, E1 4NS London, United Kingdom
| |
Collapse
|
11
|
Wagoner JA, Pande VS. Communication: Adaptive boundaries in multiscale simulations. J Chem Phys 2018; 148:141104. [PMID: 29655340 DOI: 10.1063/1.5025826] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Combined-resolution simulations are an effective way to study molecular properties across a range of length and time scales. These simulations can benefit from adaptive boundaries that allow the high-resolution region to adapt (change size and/or shape) as the simulation progresses. The number of degrees of freedom required to accurately represent even a simple molecular process can vary by several orders of magnitude throughout the course of a simulation, and adaptive boundaries react to these changes to include an appropriate but not excessive amount of detail. Here, we derive the Hamiltonian and distribution function for such a molecular simulation. We also design an algorithm that can efficiently sample the boundary as a new coordinate of the system. We apply this framework to a mixed explicit/continuum simulation of a peptide in solvent. We use this example to discuss the conditions necessary for a successful implementation of adaptive boundaries that is both efficient and accurate in reproducing molecular properties.
Collapse
Affiliation(s)
- Jason A Wagoner
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, New York 11794, USA
| | - Vijay S Pande
- Department of Chemistry, Department of Structural Biology, and Department of Computer Science, Stanford University, Stanford, California 94305, USA
| |
Collapse
|
12
|
Qi S, Schmid F. Hybrid particle-continuum simulations coupling Brownian dynamics and local dynamic density functional theory. SOFT MATTER 2017; 13:7938-7947. [PMID: 29034937 DOI: 10.1039/c7sm01749a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
We present a multiscale hybrid particle-field scheme for the simulation of relaxation and diffusion behavior of soft condensed matter systems. It combines particle-based Brownian dynamics and field-based local dynamics in an adaptive sense such that particles can switch their level of resolution on the fly. The switching of resolution is controlled by a tuning function which can be chosen at will according to the geometry of the system. As an application, the hybrid scheme is used to study the kinetics of interfacial broadening of a polymer blend, and is validated by comparing the results to the predictions from pure Brownian dynamics and pure local dynamics calculations.
Collapse
Affiliation(s)
- Shuanhu Qi
- Institut für Physik, Johannes Gutenberg-Universität Mainz, Staudingerweg 7, D-55099 Mainz, Germany.
| | | |
Collapse
|
13
|
Tarasova E, Korotkin I, Farafonov V, Karabasov S, Nerukh D. Complete virus capsid at all-atom resolution: Simulations using molecular dynamics and hybrid molecular dynamics/hydrodynamics methods reveal semipermeable membrane function. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.06.124] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
14
|
Tarasova E, Farafonov V, Khayat R, Okimoto N, Komatsu TS, Taiji M, Nerukh D. All-Atom Molecular Dynamics Simulations of Entire Virus Capsid Reveal the Role of Ion Distribution in Capsid's Stability. J Phys Chem Lett 2017; 8:779-784. [PMID: 28129688 PMCID: PMC5391438 DOI: 10.1021/acs.jpclett.6b02759] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Present experimental methods do not have sufficient resolution to investigate all processes in virus particles at atomistic details. We report the results of molecular dynamics simulations and analyze the connection between the number of ions inside an empty capsid of PCV2 virus and its stability. We compare the crystallographic structures of the capsids with unresolved N-termini and without them in realistic conditions (room temperature and aqueous solution) and show that the structure is preserved. We find that the chloride ions play a key role in the stability of the capsid. A low number of chloride ions results in loss of the native icosahedral symmetry, while an optimal number of chloride ions create a neutralizing layer next to the positively charged inner surface of the capsid. Understanding the dependence of the capsid stability on the distribution of the ions will help clarify the details of the viral life cycle that is ultimately connected to the role of packaged viral genome inside the capsid.
Collapse
Affiliation(s)
- Elvira Tarasova
- Immanuel Kant Baltic Federal University, A. Nevskogo Street 14, Kaliningrad, 236041, Russian Federation
| | - Vladimir Farafonov
- Department of Physical Chemistry, V.N. Karazin Kharkiv National University, Svobody Square 4, Kharkiv, 61022, Ukraine
| | - Reza Khayat
- Department of Chemistry and Biochemistry, City College of New York, New York, New York 10031, United States
| | - Noriaki Okimoto
- Laboratory for Computational Molecular Design, Computational Biology Research Core, RIKEN Quantitative Biology Center (QBiC), QBiC Building B, 6-2-4 Furuedai, Suita, Osaka 565-0874, Japan
| | - Teruhisa S. Komatsu
- Laboratory for Computational Molecular Design, Computational Biology Research Core, RIKEN Quantitative Biology Center (QBiC), QBiC Building B, 6-2-4 Furuedai, Suita, Osaka 565-0874, Japan
| | - Makoto Taiji
- Laboratory for Computational Molecular Design, Computational Biology Research Core, RIKEN Quantitative Biology Center (QBiC), QBiC Building B, 6-2-4 Furuedai, Suita, Osaka 565-0874, Japan
| | - Dmitry Nerukh
- Systems Analytics Research Institute, Aston University, Birmingham, B4 7ET, United Kingdom
- Corresponding Author:
| |
Collapse
|
15
|
Petsev ND, Leal LG, Shell MS. Multiscale simulation of ideal mixtures using smoothed dissipative particle dynamics. J Chem Phys 2016; 144:084115. [PMID: 26931689 DOI: 10.1063/1.4942499] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Smoothed dissipative particle dynamics (SDPD) [P. Español and M. Revenga, Phys. Rev. E 67, 026705 (2003)] is a thermodynamically consistent particle-based continuum hydrodynamics solver that features scale-dependent thermal fluctuations. We obtain a new formulation of this stochastic method for ideal two-component mixtures through a discretization of the advection-diffusion equation with thermal noise in the concentration field. The resulting multicomponent approach is consistent with the interpretation of the SDPD particles as moving volumes of fluid and reproduces the correct fluctuations and diffusion dynamics. Subsequently, we provide a general multiscale multicomponent SDPD framework for simulations of molecularly miscible systems spanning length scales from nanometers to the non-fluctuating continuum limit. This approach reproduces appropriate equilibrium properties and is validated with simulation of simple one-dimensional diffusion across multiple length scales.
Collapse
Affiliation(s)
- Nikolai D Petsev
- Department of Chemical Engineering, University of California at Santa Barbara, Santa Barbara, California 93106-5080, USA
| | - L Gary Leal
- Department of Chemical Engineering, University of California at Santa Barbara, Santa Barbara, California 93106-5080, USA
| | - M Scott Shell
- Department of Chemical Engineering, University of California at Santa Barbara, Santa Barbara, California 93106-5080, USA
| |
Collapse
|
16
|
Booth JJ, Shalashilin DV. Fully Atomistic Simulations of Protein Unfolding in Low Speed Atomic Force Microscope and Force Clamp Experiments with the Help of Boxed Molecular Dynamics. J Phys Chem B 2016; 120:700-8. [DOI: 10.1021/acs.jpcb.5b11519] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|