Shunyuan Mao's repositories
lihang-code
《统计学习方法》的代码实现
Plot_FARGO
a Python3 class for the visualization of FARGO3D output
ar-pde-cnn
Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs
deeponet-jax-bench
Benchmarking DeepONet with JAX
DeepVIV
Deep Learning of Vortex Induced Vibrations
deepxde
Deep learning library for solving differential equations
DeepXDE-ZCS
Contains ZCS integrated version of the DeepXDE
fitlog
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
genshin-lyre-auto-play
根据midi文件演奏“风物之诗琴”的脚本
HFM
Hidden Fluid Mechanics
jax-cfd
Computational Fluid Dynamics in JAX
paraviewdataextraction
series of tools for working with paraview data in numpy arrays
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
seml
SEML: Slurm Experiment Management Library
UQPINNs-TF2.0
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).
ZeroCoordinateShift
Whetted Automatic Differentiation for Physics-informed Operator Learning