Neural networks approximate the history-dependent Basset force, allowing the Maxey-Riley-Gatignol equations to be solved as ordinary differential equations.
Computational study of three-dimensional lagrangian transport and mixing in a stirred tank reactor.Chemical Engineering Journal Advances, 14:100448, 2023
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Approximation of the Basset force in the Maxey-Riley-Gatignol equations via universal differential equations
Neural networks approximate the history-dependent Basset force, allowing the Maxey-Riley-Gatignol equations to be solved as ordinary differential equations.