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Artificial Intelligence for Science (AIRS)

AIRS is a collection of open-source software tools, datasets, and benchmarks associated with our paper entitled “Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems”. Our focus here is on AI for Science, including AI for quantum, atomistic, and continuum systems. Our goal is to develop and maintain an integrated, open, reproducible, and sustainable set of resources in order to propel the emerging and rapidly growing field of AI for Science. The list of resources will grow as our research progresses. The current list includes:

  • OpenQM: AI for Quantum Mechanics
  • OpenDFT: AI for Density Functional Theory
  • OpenMol: AI for Small Molecules
  • OpenProt: AI for Protein Science
  • OpenMat: AI for Materials Science
  • OpenMI: AI for Molecular Interactions
  • OpenPDE: AI for Partial Differential Equations
Quantum Atomistic Continuum
OpenQM OpenDFT OpenMol
OpenProt
OpenMat OpenMI OpenPDE

Survey paper

Paper | Website

We are going to release our survey paper about artificial intelligence for science in quantum, atomistic, and continuum systems. Stay tuned!

airs's People

Contributors

floatlazer avatar kruskallin avatar congffu avatar mengliu1998 avatar ycremar avatar oceanusity avatar jacobhelwig avatar jacoblau0513 avatar limei0307 avatar alliesaxton03 avatar ykq98 avatar hyanan16 avatar lyzustc avatar hongyiling avatar wangyucheng1234 avatar montgomerybohde avatar zoexu119 avatar

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