Science Medicine
235 resources · page 8 of 8
SUMO
by German Aerospace Center (DLR)
SUMO documentation: open-source microscopic traffic simulator from DLR, used in traffic-control research.
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.
TorchDrug
TorchDrug: PyTorch library with datasets, models and tutorials for machine learning in drug discovery.
TorchGeo documentation
TorchGeo documentation: PyTorch library of geospatial datasets, samplers, transforms and pretrained models.
Anemoi
Anemoi documentation: ECMWF-led framework for building data-driven weather forecasting models, from data to inference.
FAIR-Chem
FAIR Chemistry documentation: Meta's open datasets, models and workflows for atomistic chemistry and materials.
Still Waters, Rapid Currents: Early Labor Market Transformation under Generative AI (NBER w33777)
by National Bureau of Economic Research (NBER)
NBER working paper w33777 by Humlum and Vestergaard on early labour-market effects of AI chatbots, using Danish data.
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.