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Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery
Presenter
- Rebecca Willett
June 8, 2023
IMSI
Methodological Aspects of Predictive Data Analytics and VC-theory
Presenter
- Vladimir Cherkassky
February 2, 2016
IMA
What it will take to do first principles optimal design of fusion
Presenter
- Andrew Christlieb
February 21, 2024
IMSI
Building a Gaussian Process Statistical and Quantitative Learning Framework for Scientific Applications
Presenter
- Xiaoye Li
September 13, 2025
ICERM
Role-Specialized Agentic Orchestration for Adaptive Learning and Trustworthy Verification and Validation
Presenter
- Guang Lin
May 10, 2026
ICERM
Haiwen Guan - LUCIE Lightweight Uncoupled Climate Emulator long-term stability, physical consistency
Presenter
- Haiwen Guan
February 6, 2026
IPAM
Po-Lun Ma - Encoding microphysics in Earth system modeling with artificial intelligence
Presenter
- Po-Lun Ma
February 5, 2026
IPAM
Katherine Breen - Foundation Models as New Backbone for Medium-range Forecasting & Data Assimilation
Presenter
- Katherine Breen
February 2, 2026
IPAM