Combining data and theory for derivable scientific discovery with ai-descartes

HIGHLIGHTS

  • who: Cristina Cornelio from the (UNIVERSITY) have published the article: Combining data and theory for derivable scientific discovery with AI-Descartes, in the Journal: (JOURNAL) of 28/Oct/2021
  • what: The authors develop a method to enable principled derivations of models of natural phenomena from axiomatic knowledge and experimental data by combining logical reasoning with symbolic regression. The authors demonstrate these concepts for Kepler`s third law of planetary motion, Einstein`s relativistic time-dilation law, and Langmuir`s theory of adsorption. The authors show the authors can discover governing laws from few data points . . .

     

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