Alternatives and similar repositories for Tokamak-Plasma-Operation-Control-based-on-RL

Users that are interested in Tokamak-Plasma-Operation-Control-based-on-RL are comparing it to the libraries listed below

• jaem-seo / KSTAR_tokamak_simulator

  View on GitHub
  A tokamak (nuclear fusion reactor) simulator with LSTM-based neural network (KSTAR-NN)
  ☆87Oct 8, 2023Updated 2 years ago
• rmchurch / disruptcnn

  View on GitHub
  ☆11Jan 3, 2024Updated 2 years ago
• jaem-seo / vae_mhd_solver

  View on GitHub
  Variational Autoencoder (VAE)-like neural network to solve ideal MHD equilibrium in a tokamak
  ☆11May 20, 2022Updated 3 years ago
• jaem-seo / AI_tokamak_control

  View on GitHub
  AI design of tokamak operation for autonomous control of fusion plasma.
  ☆30Jul 6, 2022Updated 3 years ago
• minjunJchoi / fluctana

  View on GitHub
  ☆15Jan 14, 2026Updated last month
• fusion-ml / OCBO

  View on GitHub
  Offline Contextual Bayesian Optimization
  ☆14Jul 20, 2023Updated 2 years ago
• rdisipio / gpt-q

  View on GitHub
  Quantum-enhanced GPT-2
  ☆15Mar 19, 2024Updated last year
• llnl / LaSDI

  View on GitHub
  ☆55Mar 7, 2023Updated 2 years ago
• lockwo / rl_qvc_opt

  View on GitHub
  Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"
  ☆20May 10, 2024Updated last year
• bendudson / pyTokamak

  View on GitHub
  Routines for tokamak analysis
  ☆22Aug 21, 2018Updated 7 years ago
• google-deepmind / torax

  View on GitHub
  TORAX: Tokamak transport simulation in JAX
  ☆619Updated this week
• AI4Science-WestlakeU / CL_DiffPhyCon

  View on GitHub
  [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency
  ☆28Oct 19, 2025Updated 3 months ago
• iwhoppock / boris-algorithm

  View on GitHub
  The Boris algorithm for numerically tracing non-relativistic charged particles in electromagnetic fields, written in C, matlab, and pytho…
  ☆15Feb 2, 2024Updated 2 years ago
• AI4Science-WestlakeU / wdno

  View on GitHub
  [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.
  ☆54Sep 10, 2025Updated 5 months ago
• giorgianig / MHDG

  View on GitHub
  Transport code for plasma simulations
  ☆12Feb 13, 2025Updated last year
• PengLi6868 / TDVB-J-GLMB-filter-and-smoother

  View on GitHub
  ☆12Jan 11, 2020Updated 6 years ago
• LF-WEN / HGDM

  View on GitHub
  Official implementation of the paper: "Hyperbolic Graph Diffusion Model"
  ☆13Jun 22, 2024Updated last year
• FusionComputingLab / freegs4e

  View on GitHub
  Free boundary Grad-Shafranov solver for time evolution
  ☆12Jan 9, 2026Updated last month
• evenstensberg / yamcs-openmct-plugin

  View on GitHub
  Get Telemetry Data from YAMCS in OpenMCT
  ☆10Sep 15, 2017Updated 8 years ago
• WonJoon-Yun / Quantum-Multi-Agent-Reinforcement-Learning

  View on GitHub
  Quantum Multi-agent Reinforcement Learning (QMARL)
  ☆42May 8, 2022Updated 3 years ago
• RehMoritz / vmc_pde

  View on GitHub
  Code for the paper "Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks" (https://arxiv.org/abs/2206.…
  ☆10Aug 8, 2022Updated 3 years ago
• geelenr / quad_manifold

  View on GitHub
  Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…
  ☆11Aug 18, 2022Updated 3 years ago
• mabirck / AttentionTRL

  View on GitHub
  Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind
  ☆10Jan 9, 2018Updated 8 years ago
• Billy1900 / Noise-Adaption-Layer

  View on GitHub
  This is the Pytorch implementation of paper--Training deep neural-networks using a noise adaptation layer.
  ☆10Apr 18, 2021Updated 4 years ago
• HajimeKawahara / grkf45

  View on GitHub
  GPU RKF45 (Runge–Kutta–Fehlberg) ODE solver written in pycuda/python3
  ☆10Mar 22, 2019Updated 6 years ago
• jwai-cfs / GSPulse_public

  View on GitHub
  ☆16Nov 7, 2024Updated last year
• emre-turan / ai-saas-clarity

  View on GitHub
  A potent blend of Next.js 13, React, Tailwind, TypeScript, Prisma, MySQL, Stripe, and Crisp powers this comprehensive AI SaaS application…
  ☆10Apr 12, 2024Updated last year
• mateodd25 / free-nets

  View on GitHub
  Learn one, get them all for free
  ☆12Jan 28, 2024Updated 2 years ago
• somdattagoswami / Approximating-StiffKinetics

  View on GitHub
  ☆12Jun 3, 2024Updated last year
• qdevpsi3 / qrl-dqn-gym

  View on GitHub
  PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
  ☆38Mar 15, 2023Updated 2 years ago
• tfjgeorge / nngeometry-examples

  View on GitHub
  Example code for the NNGeometry PyTorch library
  ☆10Aug 20, 2025Updated 5 months ago
• zknus / Robustness-of-Graph-Neural-Diffusion

  View on GitHub
  On the Robustness of Graph Neural Diffusion to Topology Perturbations
  ☆16Nov 4, 2022Updated 3 years ago
• DIGIfusion / enchanted-surrogates

  View on GitHub
  A framework for creating databases for surrogate models of complex physics codes.
  ☆12Updated this week
• AI4Science-WestlakeU / diffphycon

  View on GitHub
  [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems
  ☆47Nov 4, 2025Updated 3 months ago
• FusionComputingLab / freegsnke

  View on GitHub
  FreeGSNKE: A Python code for evolutive free-boundary tokamak plasma equilibrium simulations
  ☆58Updated this week
• Fmrhj / genetic-algorithm

  View on GitHub
  Python class for a genetic algorithm to solve an optimization problem with n control variables
  ☆12Sep 3, 2024Updated last year
• NPLawrence / stochastic_dynamics

  View on GitHub
  Almost Surely Stable Deep Dynamics [NeurIPS 2020]
  ☆13Dec 8, 2022Updated 3 years ago
• freegs-plasma / FreeQDSK

  View on GitHub
  Read and write the popular "geqdsk" and "aeqdsk" tokamak equilibrium file formats
  ☆17Feb 20, 2025Updated 11 months ago
• TranThienDat-Nguyen / RFS-cell-tracking

  View on GitHub
  ☆13Jun 13, 2022Updated 3 years ago