Seismic imaging techniques like Reverse Time Migration (RTM) are time-consuming and
data-intensive activities in the field of geophysical exploration. The computational cost …

Without recourse to constitutive assumptions, without knowledge of material properties, and
without solving any of the conservation equations, we construct deformation fields for linear …

This study presents advances in non-intrusive data-driven reduced order model techniques
for parametric partial differential equations based on a two-stage machine learning method …