ZhouwenfengTyrantasteroid's repositories
AIRS
Artificial Intelligence Research for Science (AIRS)
awesome-active-learning
Everything you need about Active Learning (AL).
awesome-quantum-computing
A curated list of awesome quantum computing learning and developing resources.
call_py_fort
Call python from fortran
deepALplus
This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbox).
Enhancement-of-PIV-via-PINNs
Enhancement of PIV measurements via physics-informed neural networks
jax-am
Additive manufacturing simulation with JAX.
LinStab2D
Stability and resolvent analysis of compressible viscous flows in MATLAB
MFC
Exascale simulation of multiphase/physics fluid dynamics
microhh
Computational fluid dynamics code for simulation of turbulent flows in the atmospheric boundary layer
neuraloperator
Learning in infinite dimension with neural operators.
PCAfold
Low-dimensional PCA-derived manifolds and everything in between!
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
PhiFlow
A differentiable PDE solving framework for machine learning
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
PINNacle
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
quantumcomputingbook
Companion site for the textbook Quantum Computing: An Applied Approach
Residual-Dynamic-Mode-Decomposition
Code for ResDMD: data-driven spectral properties of Koopman Operators
RONAALP
Reduced-Order Nonlinear Approximation with on-the-fly Learning Procedure
SSMTool-2.4
Computation of invariant manifolds in high-dimensional mechanics problems