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Differentiable modeling to unify machine learning and physical models and advance Geosciences.

Chaopeng ShenAlison P. ApplingPierre GentineToshiyuki BandaiHoshin V. GuptaAlexandre TartakovskyMarco Baity-JesiFabrizio FeniciaDaniel KiferLi LiXiaofeng LiuWei RenYi ZhengCiaran J. HarmanMartyn ClarkMatthew FarthingDapeng FengPraveen KumarDoaa AboelyazeedFarshid RahmaniHylke E. BeckTadd BindasDipankar DwivediKuai FangMarvin HögeChris RackauckasTirthankar RoyChonggang XuKathryn Lawson
Published in: CoRR (2023)
Keyphrases
  • physical models
  • machine learning
  • three dimensional
  • shape from shading
  • experimental data
  • physical processes
  • computer vision
  • phase space
  • statistical models
  • real time
  • model selection