Implementation of PhysGNN (Accepted at NeurIPS2022)
☆27Nov 3, 2022Updated 3 years ago
Alternatives and similar repositories for PhysGNN
Users that are interested in PhysGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning for Tissue Deformation Modelling (MALTIDEM): Predicting tissue deformation in real time by expressing results from FEM s…☆17Jul 29, 2017Updated 8 years ago
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Jan 15, 2023Updated 3 years ago
- Interfacing AI with numerical simulation.☆44Apr 10, 2025Updated last year
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph☆13Nov 13, 2022Updated 3 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆31Jul 26, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Jan 20, 2023Updated 3 years ago
- PINN program for computational mechanics☆141Apr 1, 2024Updated 2 years ago
- virtual element method for space-time dynamic analysis☆14Mar 18, 2025Updated last year
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆48Mar 2, 2026Updated 2 months ago
- Estimates fatigue loads in wind turbines from SCADA data based on supervised learning.☆10Sep 11, 2018Updated 7 years ago
- Graph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole☆13Sep 28, 2022Updated 3 years ago
- Double-Prong ConvLSTM for Spatiotemporal Occupancy Prediction in Dynamic Environments☆18Aug 12, 2021Updated 4 years ago
- ☆142Apr 5, 2026Updated last month
- ☆14Jul 5, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Face Interaction Graph Networks: A GNN-based rigid body physics simulator☆20Mar 23, 2026Updated last month
- Mesh-independent treatment for straightforward modelling of (non-linear) fracture mechanical processes using a mixed mode cohesive zone m…☆15Aug 10, 2021Updated 4 years ago
- Optimized Computer Graphics Matrix Library for use with the SIMD/SSE4 Instructions.☆10Mar 19, 2020Updated 6 years ago
- A MATLAB based package for dynamic simulation of spar-type floating offshore wind turbine.☆17Jun 6, 2023Updated 2 years ago
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆13Feb 25, 2026Updated 2 months ago
- A lightweight C++ optimization library for nonlinear problems☆12Sep 23, 2024Updated last year
- Files that go along with our youtube tutorial☆12May 16, 2019Updated 6 years ago
- SymTrans: A symmetric Transformer-based model for image registration.☆14May 27, 2022Updated 3 years ago
- ☆12Mar 11, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Simple KLT tracker implementation and well-organized code.☆10Apr 8, 2023Updated 3 years ago
- [IROS 2025] Official repository of GRIP: A General Robotic Incremental Potential Contact Simulation Dataset for Unified Deformable-Rigid …☆19Jul 10, 2025Updated 10 months ago
- This is a classification of lung nodules using pytorch, it is the final project of SJTU-EE228.☆11Jun 20, 2020Updated 5 years ago
- Official repository of Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization [EMNLP'22 …☆10May 20, 2023Updated 2 years ago
- ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOS☆26Jul 17, 2022Updated 3 years ago
- ☆17Apr 10, 2021Updated 5 years ago
- generative neural network trained with physics knowledge☆14Mar 8, 2021Updated 5 years ago
- pyCellAnalyst is a Python module for 3D reconstruction and deformation analysis of biological objects.☆10Nov 10, 2021Updated 4 years ago
- Python code for solving 3D structural problems with uncertainties using the finite element method☆12Jul 12, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch Implementation of MeshGraphNets☆17May 3, 2023Updated 3 years ago
- Official Implementation for "TEXTure: Semantic Texture Transfer using Text Tokens"☆11Apr 19, 2023Updated 3 years ago
- The official source code for "Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Model".☆14Jul 23, 2024Updated last year
- High efficiency and embeddable MPM implementation.☆16Mar 4, 2022Updated 4 years ago
- How to install arc sim. http://graphics.berkeley.edu/resources/ARCSim/☆34Apr 30, 2021Updated 5 years ago
- Fast computation of soft tissue thermal response under deformation based on fast explicit dynamics finite element algorithm for surgical …☆10May 30, 2022Updated 3 years ago
- Deep learning on 3d meshes via model simplification☆13Aug 14, 2018Updated 7 years ago