leozxliu

dl4sci-pytorch-webinar

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

HFM

Hidden Fluid Mechanics

Nektar3D-FCM

numpy-ml

Machine learning, in numpy

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

SciencePlots

Matplotlib styles for scientific plotting

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

xPINNs

when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/10.1016/j.cma.2022.115346