Multi-scale Fourier Neural Operator, Spectral Bias, Helmholtz Equation, Oscillatory Functions, wave scattering
Nonlinear model order reduction, physics-informed neural networks, parameterized nonlinear conservation law, shock waves, meta-learning
Supercapacitors, thermal transport, temperature oscillation, local fluid structure, non-equilibrium statistical mechanics
Molecular dynamics simulations, Yukawa systems, sum-of-Gaussians decomposition, adaptive importance sampling
Molecular dynamics simulations, Electrostatic interactions, Sum of Gaussians, Convergence rate
molecular dynamics, NPT ensemble, Ewald sum, random batch, Langevin thermostat
Quasi-2D Coulomb systems, Sum of Exponentials, Random batch sampling, Ewald splitting, Molecular dynamics
