A neural particle method with interface tracking and adaptive particle refinement for free surface flows

DOI10.4208/cicp.oa-2023-0235MaRDI QIDQ6646467

Pei-Hsin Pai, Heng-Chuan Kan, Yih-Chin Tai, Hock-Kiet Wong

Publication date: 2 December 2024

Published in: Communications in Computational Physics (Search for Journal in Brave)

zbMATH Keywords

interface trackingLagrangian approachadaptive particle refinementphysics-informed neural networks (PINNs)neural particle method (NPM)

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Navier-Stokes equations for incompressible viscous fluids (76D05) Particle methods and lattice-gas methods (76M28) Navier-Stokes equations (35Q30) Euler equations (35Q31)

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