A WebGPU implementation of Position Based MPM (PB-MPM), presented at SIGGRAPH 2024.

Cosmos is a world model development platform that consists of world foundation models, tokenizers and video processing pipeline to accelerate the development of Physical AI at Robotics & AV labs. C…

For scientific volumetric data visualization in Blender.

Official code for "Learning 3D Garment Animation from Trajectories of A Piece of Cloth"

Unified framework for robot learning built on NVIDIA Isaac Sim

nanobind: tiny and efficient C++/Python bindings

A generative world for general-purpose robotics & embodied AI learning.

About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

NeuSmoke: Efficient Smoke Reconstruction and View Synthesis with Neural Transportation Fields (SIGGRAPH Asia 2024)

[Siggraph Asia 2024] Optimized shock-protecting microstructures

Code for paper "Trust-Region Eigenvalue Filtering for Projected Newton", SIGGRAPH Asia 2024

(SIGGRAPH Asia 2024) This is the official PyTorch implementation of SIGGRAPH Asia 2024 paper: DrawingSpinUp: 3D Animation from Single Character Drawings

[SIGGRAPH Asia 2024, Journal Track] ToonCrafter: Generative Cartoon Interpolation

The official repo for [Neural Differential Appearance Equations, TOG (SIGGRAPH Asia 2024)]

NanoGPT (124M) in 3 minutes

A 15TB Collection of Physics Simulation Datasets

导师评价2024.3.1

A contact solver for physics-based simulations involving 👚 shells, 🪵 solids and 🪢 rods.

[ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.

A Modern C++20 Library of Unified Incremental Potential Contact.

U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow

A library for Koopman Neural Operator with Pytorch.

Learning in infinite dimension with neural operators.

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

Unified Incremental Potential Contact Framework Documentation

Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Welcome to the Physics-based Deep Learning Book (v0.2)

A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience