A Robust Learning Methodology for Uncertainty-aware Scientific Machine Learning models

Erbet Costa Almeida, Carine de Menezes Rebello, Marcio Fontana +2

Robust learning is an important issue in Scientific Machine Learning (SciML). There are several works in the literature addressing this topic. However, there is an increasing deman…