Here-Liu

Here-Liu's Stars

• nlesc-dirac/pytorch

  Improved LBFGS and LBFGS-B optimizers in PyTorch.

  Language:Python585

• AmeyaJagtap/XPINNs

  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations

  16746

• AmeyaJagtap/Conservative_PINNs

  We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.

  Language:Python6120

• sayin/Physics_informed_GANs_turbulent_flows

  Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution (DNS) fields without solving NS equations numerically.

  Language:Python239

• Shengfeng233/PINN-MPI

  parallel PINNs; RANS equations; spatiotemporal parallel; PINNs

  Language:Python263

• Shengfeng233/PINN-for-NS-equation

  A pytorch implementaion of physics informed neural networks for two dimensional NS equation

  Language:Python1189

• Shengfeng233/PINN-for-turbulence

  A pytorch implementation of several approaches using PINN to slove turbulent flow

  Language:Python616

• gear106/Tubulence-Super-Resolution

  Super-resolution reconstruction of turbulent flow

  Language:Python3