Tianju Chen's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
blackbear
BlackBear is a MOOSE-based code for simulating degradation processes in concrete and other structural materials.
DAMASK
Düsseldorf Advanced Material Simulation Kit (Read-only mirror)
deer
Various mechanics modules for the MOOSE framework
DREAM3D
Data Analysis program and framework for materials science data analytics, based on the managing framework SIMPL framework.
eel
An FEM code for battery-related physics
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
libmesh
libMesh github repository
makani
Massively parallel training of machine-learning based weather and climate models
matGeom
Matlab geometry toolbox for 2D/3D geometric computing
mef90
Official repository for mef90/vDef
moose
Multiphysics Object Oriented Simulation Environment
multiphy
An FEM code for battery-related physics
neml
Modular consitutive modeling library for structural materials
neml2
Prototype for batched material updates
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
petsc
Mirror of https://gitlab.com/petsc/petsc
phaseField
PRISMS-PF: An Open-Source Phase-Field Modeling Framework
plasticity
PRISMS Crystal Plasticity and Continuum Plasticity FEM code
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
pyoptmat
pytorch/pyro-based package for calibrating statistical constitutive models to experimental data
pyro
Deep universal probabilistic programming with Python and PyTorch
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
ringspy
A Python automated geometric generation tool that generates 3D meshes of prismatic cellular solids with radial growth rules based on Voronoi diagrams.
sciann-applications
A place to share problems solved with SciANN
The-Art-of-Linear-Algebra-zh-CN
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
topy
Topology Optimization using Python
torchmd-net
Neural network potentials based on graph neural networks and equivariant transformers
UMAT_Lefevre_Sozio_Lopez-Pamies
Abaqus UMAT subroutine for a large family of finite viscoelasticity models