Videos

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Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery

Presenter
  • Jordan Jalving
March 24, 2024
ICERM

Bayesian Models for Richly Structured Data in Biomedicine

Presenter
  • Veera Baladandayuthapani
July 20, 2018
MBI
Complex Information Systems Thumbnail

Complex Information Systems

Presenter
  • Bob Bonneau
May 1, 2014
IMA
Scientific Data Management Thumbnail

Scientific Data Management

Presenter
  • Arie Shoshani
October 12, 2007
SLMath
Computation And Complex Systems: Climate Modelling Thumbnail

Computation And Complex Systems: Climate Modelling

Presenters
  • William Collins
  • Inez Fung
October 12, 2007
SLMath
Data Driven Modeling for Scientific Discovery and Digital Twins Thumbnail

Data Driven Modeling for Scientific Discovery and Digital Twins

Presenter
  • Dongbin Xiu
October 27, 2025
IMSI

Optimization-in-the-loop ML for energy and climate

Presenter
  • Priya Donti
June 9, 2023
ICERM

Learning Reduced-Order Models for Cardiovascular Simulations using Graph Neural Networks


Presenter
  • Luca Pegolotti
June 6, 2023
ICERM
Uncertainty quantification of shock interactions with complex environments Thumbnail

Uncertainty quantification of shock interactions with complex environments

Presenter
  • George Papanicolaou
June 3, 2011
IMA
Mathematical Strategies for Filtering Turbulent Dynamical Systems Thumbnail

Mathematical Strategies for Filtering Turbulent Dynamical Systems

Presenter
  • Andrew Majda
April 13, 2011
IMA
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

Enforcing Structure in Scientific Machine Learning for Computational Decision Support & Digital Twins

Presenter
  • Karthik Duraisamy
March 23, 2024
ICERM