Recent & Upcoming Talks

2022

Machine learning constitutive models of inelastic materials with microstructure

Graph-based neural networks designed to model the response of elastic-plastic and viscoelastic materials with pores.

Jul 31, 2022 12:00 AM — 12:00 AM Yokohama, Japan

Development of a spatially regularized detector for emergent/re-emergent disease outbreaks

Bayesian framework to detect outbreaks of emerging diseases.

Jun 26, 2022 12:00 AM — 12:00 AM Montreal, Canada

Quantifying Uncertainty in E3SM via Functional Tensor Network Approximations

Employ low-rank functional tensor network models for UQ in earth system models.

Apr 12, 2022 12:00 AM — 12:00 AM Atlanta, GA

2021

Functional Tensor Network Approximations for E3SM Land Model

Employ low-rank functional tensor network models for global sensitivity analysis at a regional scale.

Dec 13, 2021 12:00 AM — 12:00 AM New Orleans, LA

Machine learning constitutive models

Machine-learned models that capture the microstructure impact on mechanical outcomes

Sep 26, 2021 12:00 AM — 12:00 AM San Diego, CA

Functional Tensor Network Approximations for Earth System Models

Employ low-rank functional tensor network models for UQ in earth system models.

Jul 29, 2021 12:00 AM — 12:00 AM Chicago, IL