Resources about Machine Learning for solving PDEs.
☆63Jul 8, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-ML-PDE
Users that are interested in Awesome-ML-PDE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modeling the chemical composition of planets formed in protoplanetary disks.☆12Dec 19, 2023Updated 2 years ago
- ☆1,109Jun 29, 2026Updated last week
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆26Sep 27, 2024Updated last year
- A python code to model the evolution of dust and gas in protoplanetary discs.☆13Feb 27, 2026Updated 4 months ago
- Code for "Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space"☆24Mar 25, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Jan 29, 2021Updated 5 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆340Apr 16, 2026Updated 2 months ago
- EIT-EBM☆22Jun 12, 2024Updated 2 years ago
- Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction☆13Mar 13, 2024Updated 2 years ago
- Different methods of solving partial differential equations with neural networks☆18Oct 21, 2021Updated 4 years ago
- Sub-module for OpenFOAM that provides a solver for embedding SmartSim and its external dependencies (i.e. SmartRedis) into OpenFOAM.☆45Sep 10, 2025Updated 9 months ago
- ☆16Oct 29, 2023Updated 2 years ago
- Tutorials on the use of astronomical parallaxes☆13Oct 10, 2018Updated 7 years ago
- ☆15May 11, 2024Updated 2 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.
- Official FluxGNN code for ICML2024☆30Feb 27, 2025Updated last year
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆354Jun 4, 2025Updated last year
- ☆15Jan 2, 2023Updated 3 years ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,513Dec 8, 2023Updated 2 years ago
- Source code and audio demos for the paper "Audio Source Separation Using Variational Autoencoders and Weak Class Supervision"☆11Jun 21, 2026Updated 2 weeks ago
- MARIO: Multiscale Aerodynamic Resolution Invariant Operator. 3rd Place at the ML4CFD Challenge at Neurips 2024.☆20Oct 8, 2025Updated 8 months ago
- Separabale Physics-Informed DeepONets in JAX☆27Nov 29, 2024Updated last year
- The Tomographer package implements the mathematical spatial image reconstruction of any set of read counts as described in the following …☆11May 15, 2021Updated 5 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- 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.
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆20May 3, 2024Updated 2 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆81Feb 1, 2023Updated 3 years ago
- PLAID (Physics-Learning AI Datamodel), a flexible and extensible framework for representing and sharing datasets of physics simulations☆23Jun 24, 2026Updated last week
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 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
- High‑performance multiphysics CFD framework for turbulent reacting multiphase flows from low to high Mach number☆18Jun 26, 2026Updated last week
- A single column model of atmospheric boundary layer turbulence and clouds☆14Feb 27, 2020Updated 6 years ago
- CAE is a tool for the simulation of rigid bodies and deformable objects.☆12Oct 20, 2025Updated 8 months ago
- Quantitative MRI toolbox in Python☆13Dec 19, 2024Updated 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.
- DiffAirfoil: Editable and Controllable Airfoil Generation with Diffusion☆14May 13, 2024Updated 2 years ago
- 🐟 CODS - Conformal Object Detection and Segmentation☆21Jun 22, 2026Updated 2 weeks ago
- ☆49May 18, 2022Updated 4 years ago
- Trace arXiv everyday with custom bookmark lists☆22Jun 13, 2023Updated 3 years ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆15Nov 5, 2024Updated last year
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆51Jun 11, 2024Updated 2 years ago
- CNN model to predict the lift-drag ratio of airfoil☆18Feb 28, 2021Updated 5 years ago