Dimensionally consistent surrogate modelling through dimensional analysis and harmonic expansions

Ernest Tarrus, Hector Gisbert

Dimensional homogeneity is a fundamental constraint on physically meaningful models, requiring invariance under changes of units. We present a data-driven method for constructing s…