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Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML
Presenter
- Anh Tran
April 22, 2025
IMSI
Machine Learning in Materials Science: Recent Progress and Critical Next Steps
Presenter
- Rampi Ramprasad
September 26, 2016
IPAM
Vedran Dunjko - Exponential separations between classical and quantum learners - IPAM at UCLA
Presenter
- Vedran Dunjko
October 19, 2023
IPAM
Addressing Complexity in Computational Catalyst Design with Surrogate Models
Presenter
- Zachary Ulissi
October 31, 2017
IPAM
Mark Tuckerman - Quantum time correlation functions in an open-chain path integral distribution
Presenter
- Mark Tuckerman
May 26, 2022
IPAM
Numerical analysis: Supernovae and burst-like sources
Presenter
- Pablo Cerdá-Durán
September 15, 2021
IPAM
Sampling Complex Energy Landscapes in Material Science Using Data-Driven Force Fields
Presenter
- Cosmin Marinica
April 12, 2024
IMSI
Surrogate modelling by reduced order methods and scientific machine learning for digital twin
Presenter
- Gianluigi Rozza
December 1, 2025
IMSI
Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations
Presenter
- Youngsoo Choi
January 9, 2025
ICERM