Learning stochastic dynamics with statistics-informed neural network
Zhu, Yuanran, Yu-Hang Tang, and Changho Kim. 2023. “Learning stochastic dynamics with statistics-informed neural network”. J. Comput. Phys. 474: 111819.
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Density-dependent finite system-size effects in equilibrium molecular dynamics estimation of shear viscosity: Hydrodynamic and configurational study
Kim, K.-S., C. Kim, G.E. Karniadakis, E.K. Lee, and J.J. Kozak. 2019. “Density-dependent finite system-size effects in equilibrium molecular dynamics estimation of shear viscosity: Hydrodynamic and configurational study”. J. Chem. Phys. 151: 104101.
Molecular hydrodynamics: Vortex formation and sound wave propagation
Han, K.H., C. Kim, P. Talkner, G.E. Karniadakis, and E.K. Lee. 2018. “Molecular hydrodynamics: Vortex formation and sound wave propagation”. J. Chem. Phys 148: 024506.
Fluctuating hydrodynamics of reactive liquid mixtures
Kim, C., A. Nonaka, J.B. Bell, A.L. Garcia, and A. Donev. 2018. “Fluctuating hydrodynamics of reactive liquid mixtures”. J. Chem. Phys. 149: 084113.
Nature of self-diffusion in two-dimensional fluids
Choi, B., K.H. Han, C. Kim, P. Talkner, A. Kidera, and E.K. Lee. 2017. “Nature of self-diffusion in two-dimensional fluids”. New J. Phys. 19: 123038.
Stochastic simulation of reaction-diffusion systems: A fluctuating-hydrodynamics approach
Kim, C., A. Nonaka, J.B. Bell, A.L. Garcia, and A. Donev. 2017. “Stochastic simulation of reaction-diffusion systems: A fluctuating-hydrodynamics approach”. J. Chem. Phys. 146: 124110.
Thermodynamics of d-dimensional hard sphere fluids confined to micropores
Kim, H., W.A. Goddard, K.H. Han, C. Kim, E.K. Lee, P. Talkner, and P. Hänggi. 2011. “Thermodynamics of d-dimensional hard sphere fluids confined to micropores”. J. Chem. Phys. 134: 114502.
Wall-mediated self-diffusion in slit and cylindrical pores
Kim, H., C. Kim, E.K. Lee, P. Talkner, and P. Hänggi. 2008. “Wall-mediated self-diffusion in slit and cylindrical pores”. Phys. Rev. E 77: 031202.
Bio/CV
Changho Kim is Assistant Professor of the Department of Applied Mathematics at the University of California, Merced. He received his Ph.D. in Applied Mathematics from Brown University (advisor: George Em Karniadakis). He also holds a Ph.D. in Chemistry from KAIST (Korea Advanced Institute of Science...
Nonuniqueness of fluctuating momentum in coarse-grained systems
Parsa, M.R., C. Kim, and A.J. Wagner. 2021. “Nonuniqueness of fluctuating momentum in coarse-grained systems”. Phys. Rev. E 104: 015304.