Talks & Tutorials

Invited lectures, tutorials, and conference presentations.

Tutorials & Plenary Lectures

Accelerating Uncertainty Quantification with Multifidelity Statistical Estimators: From Theory to Practice with PyApprox

3rd AIAA Workshop on Multifidelity Methods for Design and Uncertainty Quantification

San Diego, CA June 7, 2026
Slides Workshop

Forward Uncertainty Quantification

IPAM Multi-Fidelity Methods for Fusion Energy Tutorials

Los Angeles, CA March 10, 2026
Workshop Video

Minitutorial on multifidelity methods

SIAM Conference on Uncertainty Quantification (UQ24)

Trieste, Italy February 27, 2024
Program

Invited Talks

Shallow Universal Polynomial Networks

SIAM Conference on Uncertainty Quantification (UQ26)

Austin, TX March 22, 2026
Program

Machine Learning Modeling and Multifidelity Statistical Estimation for Efficient and Accurate Uncertainty Quantification in Radiation Transport Models

AI Edge Symposium

Niskayuna, NY September 23, 2025

PyApprox: A Software Package for Sensitivity Analysis, Bayesian Inference, Optimal Experimental Design, and Multi-fidelity UQ and Surrogate Modeling

SIAM Conference on Uncertainty Quantification (UQ24)

Trieste, Italy February 28, 2024
Program

Contributed Talks

Linear Least Squares Learning of Non-linear Operators

Workshop on Scientific Machine Learning

Austin, TX October 1, 2024
OSTI