A curated, taxonomy-organized collection of 50+ papers on Scientific Foundation Models (SciFMs) across 14+ domains — from climate and materials science to fluid dynamics and nuclear physics.
☆37Jul 16, 2026Updated 3 months ago
Alternatives and similar repositories for Awesome-Scientific-Foundation-Models
Users that are interested in Awesome-Scientific-Foundation-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Nov 24, 2025Updated 11 months ago
- Rebasing graph networks paper☆12Oct 10, 2025Updated last year
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- ☆11Oct 20, 2022Updated 4 years ago
- NeuralDMD for Imaging from Sparse Observations☆12Jul 9, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆18Aug 17, 2024Updated 2 years ago
- This is the official implementation of physics-informed neural networks for functional differential equations (Functional PINN) proposed …☆12Apr 9, 2025Updated last year
- Convergence and error analysis of PINNs☆13May 6, 2024Updated 2 years ago
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆13Sep 23, 2021Updated 5 years ago
- Examples for interactive distributed machine learning on the Cori supercomputer☆11Nov 6, 2019Updated 6 years ago
- Pinneaple is an open-source Physics AI toolkit for Physics-Informed Neural Networks (PINNs), scientific ML, geometry processing, solvers,…☆107Updated this week
- Quantum DeepONet: Neural operators accelerated by quantum computing☆23Jun 10, 2025Updated last year
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated 2 years ago
- ☆11Apr 18, 2024Updated 2 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.
- Learning Physical Operators using Neural Operators☆20Mar 26, 2026Updated 7 months ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆38May 30, 2025Updated last year
- Learning Neural Differential Algebraic Equations via Operator Splitting☆21Sep 22, 2026Updated last month
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 5 months ago
- ☆16Mar 13, 2026Updated 7 months ago
- ☆13Dec 5, 2022Updated 3 years ago
- ☆11May 15, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the implementation of the PI-UNet for HSL-TFP☆29Feb 19, 2023Updated 3 years ago
- Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"☆21Jan 20, 2026Updated 9 months ago
- Go IBM 370 Emulator☆11Jul 23, 2024Updated 2 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆24Sep 29, 2025Updated last year
- Separabale Physics-Informed DeepONets in JAX☆29Nov 29, 2024Updated last year
- Introductory workshop on using deep neural networks for symbolic regression☆20Feb 8, 2026Updated 8 months ago
- NDIToolbox is an open source extensible signal and image processing application under development by TRI/Austin designed to assist with t…☆11Aug 19, 2018Updated 8 years ago
- ☆17Apr 21, 2026Updated 6 months ago
- INC: Implicit Neural Correction for PDE Solvers☆14Oct 2, 2026Updated 3 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- P3D☆40Apr 11, 2026Updated 6 months ago
- ☆17Jul 7, 2025Updated last year
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆20Sep 2, 2021Updated 5 years ago
- Official TensorFlow 2.0 tutorial notebooks for the Deep Learning for Science School at LBNL☆43Jul 16, 2019Updated 7 years ago
- Repository with examples and exercises for OLCF and AMD's HIP training series☆17Oct 16, 2023Updated 3 years ago
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- Sparse Physics-based and Interpretable Neural Networks☆54Sep 30, 2021Updated 5 years ago