A tokamak (nuclear fusion reactor) simulator with LSTM-based neural network (KSTAR-NN)
☆93Oct 8, 2023Updated 2 years ago
Alternatives and similar repositories for KSTAR_tokamak_simulator
Users that are interested in KSTAR_tokamak_simulator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AI design of tokamak operation for autonomous control of fusion plasma.☆31Jul 6, 2022Updated 4 years ago
- Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR☆25Mar 7, 2025Updated last year
- Variational Autoencoder (VAE)-like neural network to solve ideal MHD equilibrium in a tokamak☆11May 20, 2022Updated 4 years ago
- Bluemira is an integrated inter-disciplinary design tool for future fusion reactors. It incorporates several modules, some of which rely …☆107Updated this week
- ⚛️ ML in fusion industry/science 🍩⚡☆34Jul 1, 2026Updated 2 weeks 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.
- Ocelot optimizer rebirth☆17Jan 14, 2025Updated last year
- Offline Contextual Bayesian Optimization☆15Jul 20, 2023Updated 3 years ago
- A data management system for Tokamak data☆31Updated this week
- FreeGSNKE: A Python code for evolutive free-boundary tokamak plasma equilibrium simulations☆85Updated this week
- Experimental Bmad Code transcribed in Python with Numba and Pytorch☆14Jun 21, 2024Updated 2 years ago
- ALCON is a code for solving ideal MHD Alfvén continua in tokamaks, using a poloidal-spectral method described in Appendix A in [Nuclear F…☆17Jun 23, 2014Updated 12 years ago
- TORAX: Tokamak transport simulation in JAX☆695Updated this week
- Parametric 3-D modeling toolset for stellarator fusion devices☆47Apr 23, 2026Updated 2 months ago
- List of interesting fusion open source projects☆38Mar 16, 2026Updated 4 months 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.
- Python data access library for IMAS Data Model☆72Updated this week
- PPPL deep learning disruption prediction package☆91Mar 13, 2023Updated 3 years ago
- Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.☆69Updated this week
- Fusion cross sections and rate coefficients☆15Apr 10, 2025Updated last year
- An agentic interface and safety harness for safety-critical control systems☆63Updated this week
- Gym-TORAX: A software for integrating reinforcement learning with plasma control simulators☆22Jul 11, 2026Updated last week
- An open-source physics-based Scientific Framework for Disruption Analysis of Fusion Plasmas for AI/ML applications☆42Updated this week
- Optimization at scale, powered by libEnsemble☆38Jul 8, 2026Updated last week
- USPAS course on optimization and machine learning☆31Feb 7, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- GSFit: Grad-Shafranov Fit☆37Updated this week
- Plots and figures relevant for a fusion research lecture☆44Apr 7, 2026Updated 3 months ago
- Open Nodal Core Simulator☆78Updated this week
- The go-to optimizer in accelerator control room☆27Updated this week
- GORILLA: Guiding-center ORbit Integration with Local Linearization Approach☆16Updated this week
- ☆19May 10, 2026Updated 2 months ago
- MITIM (MIT Integrated Modeling) Suite for Fusion Applications☆21Updated this week
- Free boundary Grad-Shafranov solver for time evolution☆11Jul 9, 2026Updated last week
- Modern toolbox for impurity transport, neutrals and radiation modeling in magnetically-confined plasmas☆55Jun 10, 2026Updated last month
- 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.
- ☆17May 19, 2026Updated 2 months ago
- A workshop covering a range of fusion relevant analysis and simulations with OpenMC, DAGMC, Paramak and other open source fusion neutroni…☆194Jul 14, 2026Updated last week
- Hands-on tutorial about Meta RL and GP-MPC at the RL4AA'24 workshop.☆15Apr 20, 2026Updated 3 months ago
- Dynamic uncertainty quantification for Tokamak reactor simulations modelling☆10Jun 25, 2025Updated last year
- Flexible configuration and execution of large, black-box optimization problems☆17May 10, 2026Updated 2 months ago
- An open source electrical-thermal simulator for electroporation-based treatments.☆12Feb 4, 2025Updated last year
- An open source Python package for plasma research and education☆702Updated this week