⚛️ ML in fusion industry/science 🍩⚡
☆38Sep 4, 2026Updated 2 weeks ago
Alternatives and similar repositories for awesome-ML-in-plasma-physics
Users that are interested in awesome-ML-in-plasma-physics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tokamak (nuclear fusion reactor) simulator with LSTM-based neural network (KSTAR-NN)☆96Oct 8, 2023Updated 2 years ago
- Gym-TORAX: A software for integrating reinforcement learning with plasma control simulators☆23Jul 11, 2026Updated 2 months ago
- A data management system for Tokamak data☆32Jul 17, 2026Updated 2 months ago
- Physics-driven machine learning using PyTorch and Firedrake☆18Jan 31, 2024Updated 2 years ago
- Code for analyzing and evaluating stellarator plasma boundaries☆69Jun 2, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Generalized sparse regression for continuous and discrete data☆16Aug 12, 2026Updated last month
- TORAX: Tokamak transport simulation in JAX☆719Updated this week
- Provides routine to read EFIT geqdsk files☆12May 14, 2026Updated 4 months ago
- fusionsimulator.io – a real-time fusion control room simulator☆22Aug 19, 2026Updated last month
- GSFit: Grad-Shafranov Fit☆38Updated this week
- AI design of tokamak operation for autonomous control of fusion plasma.☆30Jul 6, 2022Updated 4 years ago
- Implementation of Variance Reduction Techniques in Julia☆12Sep 6, 2016Updated 10 years ago
- ☆11Jun 19, 2024Updated 2 years ago
- ☆12Oct 24, 2022Updated 3 years 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.
- Efficient implementation of Generative Stochastic Networks☆12Nov 28, 2013Updated 12 years ago
- Basic implementation of variational autoencoders in Torch☆10Apr 16, 2016Updated 10 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆14Jun 17, 2024Updated 2 years ago
- Generate synthetic data sets containing concept drift, or load one of two real-world concept drift benchmark data sets.☆12May 10, 2013Updated 13 years ago
- Mesh adaptation utilities for coastal ocean modelling in Firedrake and Thetis.☆11Aug 3, 2021Updated 5 years ago
- Using Machine Learning to Predict Extreme Events in Complex Systems☆14Dec 15, 2019Updated 6 years ago
- Estimators for Information Theoretic Functionals using Influence Functions☆11Apr 17, 2016Updated 10 years ago
- Code and raw result files of our CVPR2020 oral paper "Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking""☆18Dec 4, 2020Updated 5 years ago
- An implementation of MMHC in python☆13Aug 26, 2021Updated 5 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.
- The Scientific Platform for the Cloud (SPC) - migrate and run scientific applications in the cloud☆10Mar 26, 2026Updated 5 months ago
- FIRM3D (Fast Ion Reduced Models in 3D) is a software suite for modeling of energetic particle dynamics in 3D magnetic fields.☆16Updated this week
- This is an umbrella project for the stellarator community tools.☆37Oct 16, 2025Updated 11 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆78Jun 5, 2025Updated last year
- ☆17Jan 5, 2018Updated 8 years ago
- Simple finite element examples as in 3D7☆11Jun 29, 2026Updated 2 months ago
- An implementation of improved incremental Singular Value Decomposition(iSVD) algorithm☆17Jun 3, 2026Updated 3 months ago
- GORILLA: Guiding-center ORbit Integration with Local Linearization Approach☆17Sep 1, 2026Updated 2 weeks ago
- This gym provides implementations of various PDEs for easy testing and comparison of data-driven and classical PDE control algorithms.☆44Updated this week
- 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.
- A fully-functional but succinct Particle-In-Cell Plasma Simulation codebase with several parallel implementations (MPI, OpenMP, SSE, CUDA…☆102Jun 24, 2019Updated 7 years ago
- PPPL Summer School 2019☆20May 8, 2024Updated 2 years ago
- Python implementation of the Quasisymmetric Stellarator Construction method☆17Jan 25, 2025Updated last year
- ☆43Jul 22, 2024Updated 2 years ago
- python module for extracting the system matrices of the fenics fem discretization of (linearized) Navier-Stokes equations and feeding bac…☆10Oct 23, 2025Updated 10 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆61Jun 10, 2024Updated 2 years ago
- Code for Lie Symmetries SSL paper☆26Mar 19, 2024Updated 2 years ago