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Drift-Diffusion Dynamics and Phase Separation in Curved Cell Membranes and Dendritic Spines: Hybrid Discrete-Continuum Methods.

, , and . CoRR, (2021)

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MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPS.. J. Open Source Softw., 8 (90): 5620 (October 2023)Surface fluctuating hydrodynamics methods for the drift-diffusion dynamics of particles and microstructures within curved fluid interfaces., , and . J. Comput. Phys., (2022)Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems., and . CoRR, (2020)Coarse-grained methods for heterogeneous vesicles with phase-separated domains: Elastic mechanics of shape fluctuations, plate compression, and channel insertion., and . Math. Comput. Simul., (2023)GMLS-Nets: A Machine Learning Framework for Unstructured Data., , , and . AAAI Spring Symposium: MLPS, volume 2587 of CEUR Workshop Proceedings, CEUR-WS.org, (2020)Hybrid continuum-particle method for fluctuating lipid bilayer membranes with diffusing protein inclusions., , and . J. Comput. Phys., (2013)Hydrodynamic flows on curved surfaces: Spectral numerical methods for radial manifold shapes., and . J. Comput. Phys., (2018)Simulation of Osmotic Swelling by the Stochastic Immersed Boundary Method., , , and . SIAM J. Sci. Comput., (2015)Fluctuating Hydrodynamics Methods for Dynamic Coarse-Grained Implicit-Solvent Simulations in LAMMPS., , and . SIAM J. Sci. Comput., (2016)A First-Passage Kinetic Monte Carlo method for reaction-drift-diffusion processes., , , , and . J. Comput. Phys., (2014)