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Recent Developments in RandNLA: Random Matrix Theory for Modern Machine Learning?
Presenter
- Michael Mahoney
February 2, 2026
ICERM
Hybrid twins for materials processing: combining physics-based simulations and data-driven models
Presenter
- Benjamin Klusemann
December 3, 2025
IMSI
Surrogate modelling by reduced order methods and scientific machine learning for digital twin
Presenter
- Gianluigi Rozza
December 1, 2025
IMSI
Enhancing CFD simulations for digital twins by model reduction and scientific machine learning
Presenter
- Gianluigi Rozza
November 12, 2025
IMSI
Annabella Selloni - Chemistry of Aqueous Oxide Interfaces from Machine Learning Molecular Dynamics
Presenter
- Annabella Selloni
October 30, 2025
IPAM
Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA
Presenter
- Yuanqi Du
July 16, 2025
IPAM
A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information
Presenter
- Andrew Brown
May 22, 2025
IMSI
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Accelerated predictions of the sublimation enthalpy of organic materials with machine learning
Presenter
- Yifan Liu
April 21, 2025
IMSI
