[ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids
☆141Sep 9, 2020Updated 6 years ago
Alternatives and similar repositories for DPI-Net
Users that are interested in DPI-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2020] Visual Grounding of Learned Physical Models (Dynamics Prior)☆42Oct 15, 2024Updated 2 years ago
- [ICRA 2019] Propagation Networks for Model-based Control Under Partial Observation☆49Apr 18, 2019Updated 7 years ago
- Customized Python APIs for NVIDIA FleX☆147Aug 17, 2021Updated 5 years ago
- [ICML 2020] Visual Grounding of Learned Physical Models☆41Dec 31, 2020Updated 5 years ago
- Official implementation of particle-based models (GNS and DPI-Net) on the Physion dataset.☆27Aug 30, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynam…☆69Jan 18, 2021Updated 5 years ago
- Pytorch Implementation of Interaction Networks for Learning about Objects, Relations and Physics☆139Dec 27, 2017Updated 8 years ago
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆235Aug 13, 2024Updated 2 years ago
- ☆33Oct 6, 2022Updated 4 years ago
- Tensorflow Implementation of Interaction Networks for Learning about Objects, Relations and Physics☆158Jul 10, 2017Updated 9 years ago
- Codes for paper "Flexible Neural Representation for Physics Prediction".☆46Nov 30, 2018Updated 7 years ago
- Code for paper: Latent-space Dynamics for Reduced Deformable Simulation☆38May 29, 2019Updated 7 years ago
- ☆18May 24, 2021Updated 5 years ago
- Scalable Differentiable Physics for Learning and Control (ICML2020)☆189Jul 25, 2024Updated 2 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.
- Official code for the paper DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools☆35Feb 25, 2023Updated 3 years ago
- Code for ECCV2018 paper: "Interpretable Intuitive Physics Model"☆43Sep 26, 2018Updated 8 years ago
- Deep Fluids: A Generative Network for Parameterized Fluid Simulations☆173Jul 24, 2020Updated 6 years ago
- Towards Learning the Temporal Evolution of Fluid Flow☆69Jan 21, 2020Updated 6 years ago
- SoftGym is a set of benchmark environments for deformable object manipulation.☆356Nov 14, 2022Updated 3 years ago
- This is the official implementation of our Siggrapha Asia 2024 paper "DiffCSG: Differentiable CSG via Rasterization".☆17Dec 2, 2024Updated last year
- Codes of CVPR2022 paper: Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction☆32Aug 23, 2022Updated 4 years ago
- Contact points matter for squishing play-doh into an airplane!☆39Jul 20, 2022Updated 4 years ago
- A Taichi implementation of WCSPH☆18Dec 3, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation☆76May 29, 2022Updated 4 years ago
- Code for paper "PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics"☆152Mar 10, 2023Updated 3 years ago
- ☆48Aug 23, 2026Updated 2 months ago
- The lightweight PyBullet wrapper for robotics researchers. Scale your research with less boilerplate.☆68Mar 22, 2021Updated 5 years ago
- Python bindings for the Nvidia FleX simulator☆13Feb 4, 2019Updated 7 years ago
- Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification☆305Aug 18, 2024Updated 2 years ago
- ☆72Nov 1, 2023Updated 3 years ago
- SMASH: Physics-guided Reconstruction of Collisions from Videos, SIGGRAPH Asia 2016☆11Jan 25, 2018Updated 8 years ago
- ☆21Mar 10, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- LHCSim is a 3D physics simulation engine developed based on taichi☆17Jul 20, 2022Updated 4 years ago
- [ICLR 2019] ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees☆33Jan 16, 2020Updated 6 years ago
- ☆38Dec 8, 2022Updated 3 years ago
- The tensorflow implementation of the paper, "Learning Meaningful Controls for Fluids" (SIGGRAPH 2021 https://rachelcmy.github.io/den2vel/…☆26Sep 13, 2023Updated 3 years ago
- ☆14May 28, 2022Updated 4 years ago
- [ACMMM 2021, Oral] Code release for "Elastic Tactile Simulation Towards Tactile-Visual Perception"☆50Jul 20, 2022Updated 4 years ago
- MidasTouch: Monte-Carlo inference over distributions across sliding touch☆50Sep 10, 2023Updated 3 years ago