A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.
☆68Jan 18, 2021Updated 5 years ago
Alternatives and similar repositories for SmoothParticleNets
Users that are interested in SmoothParticleNets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids☆139Sep 9, 2020Updated 5 years ago
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆234Aug 13, 2024Updated last year
- Codes for paper "Flexible Neural Representation for Physics Prediction".☆46Nov 30, 2018Updated 7 years ago
- Deep Fluids: A Generative Network for Parameterized Fluid Simulations☆172Jul 24, 2020Updated 5 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆72Jan 1, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A SPH based 2D fulid simulation including WCSPH and PCISPH implmented using taichi.☆16Jul 20, 2022Updated 3 years ago
- Code supplement to the R:SS 2018 on Physical Manipulation (tested Feb 11, 2021 in Ubuntu 20 docker)☆93Feb 11, 2021Updated 5 years ago
- Towards Learning the Temporal Evolution of Fluid Flow☆68Jan 21, 2020Updated 6 years ago
- ☆14May 5, 2019Updated 6 years ago
- ☆16Apr 25, 2020Updated 5 years ago
- Code for SIGGRAPH 2022 paper "Automatic quantization for physics-based simulation"☆64Jul 21, 2022Updated 3 years ago
- Contact points matter for squishing play-doh into an airplane!☆39Jul 20, 2022Updated 3 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 6 years ago
- Taichi Implementation of "The Power Particle-in-Cell Method"☆21Aug 21, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for the Siggraph Asia 2020 submission☆46Jan 19, 2021Updated 5 years ago
- Python script to quickly extract Re vs. AoA, Cl, and Cd for any given airfoil geometry using XFoil. Made for Blade Element Momentum CFD a…☆12Aug 18, 2020Updated 5 years ago
- Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"☆186Mar 27, 2020Updated 6 years ago
- ☆224May 22, 2023Updated 2 years ago
- [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks☆19Jul 16, 2025Updated 8 months ago
- Code for paper: Latent-space Dynamics for Reduced Deformable Simulation☆38May 29, 2019Updated 6 years ago
- Code for paper: Learning Vortex Dynamics for Fluid Inference and Prediction (ICLR 2023)☆19Jun 1, 2023Updated 2 years ago
- Repository for our CVPR 2021 Global Flow Transport Paper☆19Jun 24, 2021Updated 4 years ago
- Differentiable MPM Simulator☆104Jan 7, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆41Oct 19, 2017Updated 8 years ago
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆149Jun 28, 2023Updated 2 years ago
- [ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation☆238Dec 15, 2023Updated 2 years ago
- Source code for paper "A Marker-and-Cell Method for Large-Scale Flow-Based Topology Optimization on GPU"☆10Feb 26, 2022Updated 4 years ago
- 3D Fluid Flow Estimation with Integrated Particle Reconstruction☆13Sep 7, 2020Updated 5 years ago
- UC Berkeley CFD Lab Airfoil Shape Optimization Project via Design-by-Morphing☆10Jan 20, 2026Updated 2 months ago
- Real-Time Example-Based Elastic Deformation [SCA 2012]☆16May 21, 2020Updated 5 years ago
- Physics-informed radial basis network☆37May 20, 2024Updated last year
- Code for "Learning 6-DoF Grasping and Pick-Place Using Attention Focus"☆22Sep 21, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code repository for the BMVC 2022 paper: Geometry Driven Progressive Warping for One Shot Face Animation☆12Jan 6, 2023Updated 3 years ago
- Differentiable simulation for system identification and visuomotor control☆214Oct 28, 2023Updated 2 years ago
- Python package for inference with Gaussian processes☆11Mar 25, 2015Updated 11 years ago
- Official code for the paper DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools☆33Feb 25, 2023Updated 3 years ago
- Code for "Predicting the Physical Dynamics of Unseen 3D Objects" presented at WACV 2020.☆19Mar 30, 2023Updated 3 years ago
- ☆19Apr 4, 2017Updated 9 years ago
- ☆49Nov 11, 2024Updated last year