Code for the ICLR 2020 paper "Learning to Control PDEs"
☆36Apr 22, 2020Updated 6 years ago
Alternatives and similar repositories for PDE-Control
Users that are interested in PDE-Control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimal Control with PDEs solved by a Differentiable Solver☆15Aug 21, 2024Updated last year
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- A differentiable PDE solving framework for machine learning☆1,913Updated this week
- Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"☆24Dec 9, 2020Updated 5 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆178Oct 19, 2022Updated 3 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.
- ☆11Mar 31, 2021Updated 5 years ago
- ☆26May 21, 2024Updated 2 years ago
- ☆29Jun 12, 2025Updated last year
- ☆14Aug 22, 2024Updated last year
- Official codebase for "Score-based Diffusion Models in Function Space"☆20Jan 23, 2025Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆46Sep 30, 2022Updated 3 years ago
- Networkx implementation of the SIS epidemic model for large and heterogeneous networks☆18Aug 12, 2023Updated 2 years ago
- ☆15Mar 6, 2024Updated 2 years ago
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆14Mar 6, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆26Apr 1, 2026Updated 3 months ago
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11May 17, 2024Updated 2 years ago
- A mini tutorial on visualizing simulations from the phiflow differentiable fluid solver in Blender.☆15Oct 19, 2021Updated 4 years ago
- Materials to teach terminal fundamentals for HPC users☆19Aug 18, 2021Updated 4 years ago
- Code for paper: Learning Vortex Dynamics for Fluid Inference and Prediction (ICLR 2023)☆20Jun 1, 2023Updated 3 years ago
- This repository contains the source codes for the paper: "SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environm…☆16Oct 11, 2021Updated 4 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆28Oct 19, 2025Updated 9 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 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.
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆57Mar 23, 2024Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆33Dec 5, 2024Updated last year
- Numerical Simulation of 1-D Sod Shock Tube (MATLAB Codes)☆23Aug 11, 2022Updated 3 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- Official code for the paper DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools☆34Feb 25, 2023Updated 3 years ago
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆40Oct 3, 2025Updated 9 months ago
- Sim-to-real benchmarking of differentiable projective dynamics on soft robots.☆23Feb 8, 2022Updated 4 years ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆28Nov 6, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆11Apr 19, 2021Updated 5 years ago
- ☆28Dec 8, 2023Updated 2 years ago
- mantaflow is an open-source framework targeted at fluid simulation research in Computer Graphics and Machine Learning.☆145Oct 26, 2022Updated 3 years ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,902Oct 10, 2025Updated 9 months ago
- This repository contains an attempt at using Graph Attention based Reinforcement Learning for graphical state space. The code also provid…☆10Jun 27, 2021Updated 5 years ago
- General Astrophysical Simulation System☆13Apr 27, 2026Updated 2 months ago
- ☆11Sep 23, 2023Updated 2 years ago