The recent development of machine learning (ML) and Deep Learning (DL) increases the
opportunities in all the sectors. ML is a significant tool that can be applied across many …

Reduced-order modeling can lead to computational savings in reservoir management
applications when many related models must be simulated, as is the case, for example, in …

Due to the complexity, multi-scale, and multi-physics nature of the mathematical models for
fires, current numerical models require too much computational effort to be useful in design …