Leveraging machine learning techniques to support planning and emergency response management for storm surge risk

Alex Taflanidis
March 3, 2025

Interpretable machine learning for analysis and prediction of weather and climate extremes

Alex Cannon
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Data-Driven Methods for PDE Solutions and Model Discovery

Xianjin Yang
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Mathematical Challenges to Build Medical Digital Twins

Reinhard Laubenbacher
February 26, 2025

Model Order Reduction in Digital Twins

Karen Veroy-Grepl
February 26, 2025

Deep Gaussian processes for estimation of failure probabilities in complex systems

Annie Sauer Booth
February 26, 2025

Lightning talks

Lightning Talk
February 25, 2025

Strategic Framework for Designing Trustworthy Deep Learning Surrogate Models

Danial Faghihi
February 25, 2025

Surrogates of multi-physics models, in climate and convection, with sequential design for simulators with sharp transitions using Deep Gaussian Processes

Serge Guillas
February 25, 2025