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JIAJI WANG's Projects

comfyui icon comfyui

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

geo-fno icon geo-fno

Geometry-Aware Fourier Neural Operator (Geo-FNO)

jax-am icon jax-am

Additive manufacturing simulation with JAX.

jax-fem icon jax-fem

Differentiable Finite Element Method with JAX

modulus-1 icon modulus-1

A PyTorch based deep-learning toolkit for developing DL models for physical systems

modulus-launch icon modulus-launch

Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

modulus-sym icon modulus-sym

An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions

modulus-toolchain icon modulus-toolchain

Suite of utilities aiming to simplify the workflow required to build models using Physics Informed Neural Networks and, eventually, Physics ML more broadly. This includes facilities for project management, problem definition, debugging, model configuration and training, and model inference.

neuralangelo icon neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

percnn icon percnn

Encoding physics to learn reaction-diffusion processes

pytorch_crackw icon pytorch_crackw

Semantic segmentation models, datasets and losses implemented in PyTorch.

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

xagent icon xagent

An Autonomous LLM Agent for Complex Task Solving

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