ZhouwenfengTyrantasteroid's repositories
CoherentStructures
Algorithms for identifying coherent structures in sparse and noisy trajectory datasets
data-driven-rans-modeling
Data-driven RANS modeling with data assimilation and machine learning
Data-driven-resolvent
Companion code for Data-Driven Resolvent Analysis
DDWD
Data-driven wavelets
deep-symbolic-optimization
Source code for deep symbolic optimization.
deeponet
Learning nonlinear operators via DeepONet
deepxde
Deep learning library for solving differential equations and more
hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
HemePure-GPU
GPU version of HemeLB code (HemePure)
hpinn
hPINN: Physics-informed neural networks with hard constraints
HTR-solver
Hypersonic Task-based Research (HTR) solver for the Navier-Stokes equations at hypersonic Mach numbers including finite-rate chemistry for dissociating air and multicomponent transport.
LANDO
Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)
libpku
贵校课程资料民间整理
modred
Modred main repository
MODULO
MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and experimental data using the mPOD.
MPCPy
Open-source platform for model predictive control (MPC) in buildings.
Nek5000
our classic
PhyCRNet
Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
PySPOD
A Python package for spectral proper orthogonal decomposition (SPOD).
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
resolventchannel
Resolvent analysis of turbulent channel flow
Stiff-PINN
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
TD3
Author's PyTorch implementation of TD3 for OpenAI gym tasks
THU-Mathematics-Books
清华数学系部分课程教材及参考资料，自用，侵删
turbo_symbolic_regression
Symbolic regression tools to discover turbulence models.
xai
XAI - An eXplainability toolbox for machine learning