Flamelet/quadrature-based moment method for modeling laminar sooting pulverized solid fuel flames
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DOI: 10.1063/5.0282079
Abstract: Soot formation in a laminar pulverized coal flame is modeled with an adapted quadrature-based moment method (QBMM) incorporating detailed gas phase kinetics. The formation of polycyclic aromatic hydrocarbons (PAHs) from pyrolysis, and the subsequent soot… read more here.
Keywords: chemistry; quadrature based; tar; soot ... See more keywords
Quadrature Based Neural Network Learning of Stochastic Hamiltonian Systems
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DOI: 10.3390/math12162438
Abstract: Hamiltonian Neural Networks (HNNs) provide structure-preserving learning of Hamiltonian systems. In this paper, we extend HNNs to structure-preserving inversion of stochastic Hamiltonian systems (SHSs) from observational data. We propose the quadrature-based models according to the… read more here.
Keywords: quadrature; quadrature based; based model; stochastic hamiltonian ... See more keywords