Videos

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Hybrid physics + AI digital twins of the climate system Thumbnail

Hybrid physics + AI digital twins of the climate system

Presenter
  • Gianmarco Mengaldo
December 2, 2025
IMSI
Resolving land processes in Earth system models: challenges and opportunities Thumbnail

Resolving land processes in Earth system models: challenges and opportunities

Presenter
  • Elena Sheviakova
December 1, 2025
IMSI
Surrogate modelling by reduced order methods and scientific machine learning for digital twin Thumbnail

Surrogate modelling by reduced order methods and scientific machine learning for digital twin

Presenter
  • Gianluigi Rozza
December 1, 2025
IMSI
An overview of hybrid physics/machine learning modelling at Michelin: from rubber manufacturing simulation to real-time tire performance prediction opportunities Thumbnail

An overview of hybrid physics/machine learning modelling at Michelin: from rubber manufacturing simulation to real-time tire performance prediction opportunities

Presenter
  • Raphael Meunier
December 1, 2025
IMSI
Communication Session Thumbnail

Communication Session

Presenter
  • Communications Session
December 1, 2025
IMSI
Research Gaps and Future Directions Thumbnail

Research Gaps and Future Directions

Presenter
  • Karen Willcox
November 18, 2025
IMSI
Parameter estimation utilizing data-driven reduced-order modeling with applications in structural health monitoring Thumbnail

Parameter estimation utilizing data-driven reduced-order modeling with applications in structural health monitoring

Presenter
  • Carmen Grässle
November 14, 2025
IMSI
Multimodal data and model fusion for the atmosphere using diffusion models Thumbnail

Multimodal data and model fusion for the atmosphere using diffusion models

Presenter
  • Romit Maulik
November 14, 2025
IMSI
A randomized Greedy algorithm with certification over the entire parameter set. Thumbnail

A randomized Greedy algorithm with certification over the entire parameter set.

Presenter
  • Charles Beall
November 14, 2025
IMSI
Scalable Reduced Order Modelling For Digital Twins – Hype or Reality Thumbnail

Scalable Reduced Order Modelling For Digital Twins – Hype or Reality

Presenter
  • Dirk Hartmann
November 13, 2025
IMSI
Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning Thumbnail

Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning

Presenter
  • Omar Ghattas
November 13, 2025
IMSI
Nested Operator Inference for data-driven learning of physics-based reduced-order models Thumbnail

Nested Operator Inference for data-driven learning of physics-based reduced-order models

Presenter
  • Nicole Aretz
November 13, 2025
IMSI