Non-linear Sensitivity Analysis for Interpretable Structure Discovery

Zongren Zou, Theo Bourdais, Alexey Voronin, Pau Batlle, Xianjin Yang, Nicolas Rouquette, Ricardo Baptista, Elise Walker, Nat Trask and Houman Owhadi

Talk given at SIAM AN26 (MS118: Data-driven Methods for Scientific Computing and Discovery, Part II), presenting an interpretable nonlinear sensitivity analysis framework for structure discovery and reduced-order digital-twin modeling.

Abstract: SIAM program abstract

Slides: PDF

Presentation Venues

2026 SIAM Annual Meeting (AN26), MS118
July 9, 2026
Room 7