A physics-informed operator regression framework for extracting data-driven continuum models
Ravi G. Patel, Nathaniel Trask, Mitchell Wood, Eric C. Cyr
Topics & Concepts
PhysicsFidelityOperator (biology)IsotropyStatistical physicsDifferential operatorArtificial neural networkPhenomenology (philosophy)Classical mechanicsTheoretical physicsAlgorithmComputer scienceArtificial intelligenceMathematicsMathematical analysisQuantum mechanicsBiochemistryPhilosophyGeneChemistryEpistemologyTranscription factorRepressorTelecommunicationsModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesProbabilistic and Robust Engineering Design