Talks

Sensitivity Analysis Digital Twins Structure Discovery Machine Learning

SIAM AN26 talk on interpretable nonlinear sensitivity analysis for structure discovery and reduced digital-twin modeling.

2026 SIAM Annual Meeting (AN26), MS118 • Room 7 • Jul 2026

Model Aggregation Machine Learning Ensemble Methods Variance Minimization

Talk on Model Aggregation framework for combining predictions from diverse models

Mathematical and Computational Foundations of Digital Twins (CIRM) • Marseille, France • Aug 2025

UNCECOMP 2025 • Rhodes, Greece • Jun 2025

ICLR 2025 (poster) • Singapore • Apr 2025

+2 more

Gaussian Processes Hypergraphs Machine Learning Computational Science

Talk on Computational Hypergraph Discovery framework for discovering unknown functional relationships in data

DTE AICOMAS • Paris, France • Feb 2025

SIAM Mathematics of Data Science (SIAM MDS) • Atlanta, Georgia, USA • Oct 2024

Digital twins for inverse problems in Earth science (CIRM) • Marseille, France • Jul 2024

+3 more