Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach
Vinícius V. Santana, Érbet Almeida Costa, Carine Menezes Rebello, Ana M. Ribeiro, Christopher Rackauckas, Idelfonso B. R. Nogueira
Topics & Concepts
SorptionJacobian matrix and determinantDiscretizationRobustness (evolution)Computer scienceIntegratorAlgorithmMathematicsApplied mathematicsChemistryAdsorptionPhysical chemistryBandwidth (computing)Mathematical analysisGeneBiochemistryComputer networkModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics