Interval and fuzzy physics-informed neural networks for uncertain fields

1 code implementation • 18 Jun 2021 • Jan Niklas Fuhg, Ioannis Kalogeris, Amélie Fau, Nikolaos Bouklas

Partial differential equations involving fuzzy and interval fields are traditionally solved using the finite element method where the input fields are sampled using some basis function expansion methods.