physics & simulation: 69 curated resources
physics & simulation
69 resources · page 3 of 3
Tokamak plasma control with deep RL
by Jonas Degrave et al. (Google DeepMind)
Nature paper (2022) on magnetic control of tokamak plasmas with deep reinforcement learning.
NASA Autonomy Verification & Validation Roadmap and Vision 2045
by NASA
NASA technical report: Autonomy Verification and Validation Roadmap and Vision 2045 for learning-enabled aircraft systems.
NeuralOperator
NeuralOperator documentation: PyTorch library implementing Fourier and other neural operators for learning PDE solutions.
NVIDIA PhysicsNeMo Framework documentation
by NVIDIA
NVIDIA PhysicsNeMo documentation: framework for physics-informed ML and neural operators for simulation.
SciML / DiffEqFlux documentation
by SciML Open Source Scientific Machine Learning
DiffEqFlux.jl documentation: Julia library combining differential equation solvers with neural networks for scientific ML.