ai4plasma

Getting Started

  • 1. Installation Guide
  • 2. Quick Start
  • 3. Basic Concepts
  • 4. Configuration

User Guide

  • 1. Physics-Informed Machine Learning (PIML)
  • 2. Neural Operators
  • 3. Training, Logging, Checkpoints
  • 4. Utilities
  • 5. Plasma Models

Examples

  • 1. Physics-Informed Machine Learning (PIML)
  • 2. Operator Learning
  • 3. Plasma Simulation

Core Modules

  • 1. Core Module
  • 2. Physics-Informed Machine Learning (PIML)
  • 3. Operator Learning Module
  • 4. Plasma Physics Module
  • 5. Utilities

Development

  • 1. Contributing
ai4plasma
  • Overview: module code

All modules for which code is available

  • ai4plasma.core.model
  • ai4plasma.core.network
  • ai4plasma.operator.deepcsnet
  • ai4plasma.operator.deeponet
  • ai4plasma.piml.cs_pinn
  • ai4plasma.piml.geo
  • ai4plasma.piml.meta_pinn
  • ai4plasma.piml.nas_pinn
  • ai4plasma.piml.pinn
  • ai4plasma.piml.rk_pinn
  • ai4plasma.plasma.arc
  • ai4plasma.plasma.prop
  • ai4plasma.utils.common
  • ai4plasma.utils.device
  • ai4plasma.utils.io
  • ai4plasma.utils.math

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