hejiandong's starred repositories
AAAI-2022-papers
AAAI 2022 papers with code
PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
Lid-Driven-Cavity-Collocated-Grid
SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.
PINNs-TF2.4.0
Contains implementation of PINN using Tensorflow 2.4.0
tvmathew1986-Physics_Informed_Neural_Network_for_Continuum_Mechanics_application
The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed Neural Network implementation in Tensorflow using Jupyter notebooks.
pinn_cavity
Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
SmoothParticleNets
A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.
Cylinder2DFlowControlDRL
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
deep_flow_control
Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018