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
- ☆27Jun 12, 2025Updated 10 months ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆47Nov 4, 2025Updated 5 months ago
- A differentiable PDE solving framework for machine learning☆1,864Apr 23, 2026Updated last 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
- 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.
- ☆25May 21, 2024Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆177Oct 19, 2022Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- ☆15Mar 6, 2024Updated 2 years ago
- This gym provides implementations of various PDEs for easy testing and comparison of data-driven and classical PDE control algorithms.☆42Dec 29, 2025Updated 4 months ago
- ☆14Aug 22, 2024Updated last year
- A mini tutorial on visualizing simulations from the phiflow differentiable fluid solver in Blender.☆15Oct 19, 2021Updated 4 years ago
- Official codebase for "Score-based Diffusion Models in Function Space"☆19Jan 23, 2025Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆45Sep 30, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆13Mar 6, 2025Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆23Apr 1, 2026Updated last month
- ☆13Apr 15, 2024Updated 2 years ago
- GPU based 2D elastic FWI☆12Mar 6, 2018Updated 8 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆28Jul 25, 2024Updated last year
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11May 17, 2024Updated last year
- Implementation of the deep operator network in pytorch, with examples of solving Differential Equations☆17Mar 30, 2024Updated 2 years ago
- Materials to teach terminal fundamentals for HPC users☆19Aug 18, 2021Updated 4 years ago
- ☆298Sep 14, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for paper: Learning Vortex Dynamics for Fluid Inference and Prediction (ICLR 2023)☆20Jun 1, 2023Updated 2 years ago
- computational adjoint-based shape optimization and optimal control software for python☆61Updated this week
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated last year
- ☆14Sep 7, 2020Updated 5 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 5 years ago
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆28Oct 19, 2025Updated 6 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆56Mar 23, 2024Updated 2 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- ☆93Sep 2, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Interpretable Autoencoder-based Fault Detection for the Energy System☆31Apr 16, 2026Updated 2 weeks ago
- This repository is a PyTorch implementation for NIPS 2024 Paper "Reinforced Cross-Domain Knowledge Distillation on Time Series Data".☆16Sep 26, 2024Updated last year
- [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☆33Feb 25, 2023Updated 3 years ago
- Sim-to-real benchmarking of differentiable projective dynamics on soft robots.☆23Feb 8, 2022Updated 4 years ago
- ☆11Sep 23, 2023Updated 2 years ago
- ☆27Dec 8, 2023Updated 2 years ago