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Priya Donti - Optimization-in-the-loop AI for energy and climate - IPAM at UCLA
Presenter
- Priya Donti
February 28, 2023
IPAM
Claire Valva - Koopman operator methods for analysis of tropical climate variability - IPAM at UCLA
Presenter
- Claire Valva
February 5, 2026
IPAM
Dimitris Giannakis - Operator-theoretic approach, feature extraction & statistical model of climate
Presenter
- Dimitris Giannakis
February 3, 2026
IPAM
GFlowNets to accelerate scientific discovery with machine learning
Presenter
- Alex Hernandez-Garcia
June 6, 2023
ICERM
Assessing derived variables and coherent structures in model simulations
Presenter
- Doug Nychka
September 21, 2022
IMSI
Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data
Presenter
- Anuj Karpatne
November 9, 2018
IPAM
Dimension-Reduced Dynamics From Slow-Fast Systems Using Diffusion Kernels
Presenter
- Krithika Manohar
February 15, 2019
IPAM
Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces
Presenter
- Boumediene Hamzi
October 28, 2019
IPAM
Exploring all possible climates with Earth system emulation
Presenter
- Duncan Watson-Parris
March 31, 2023
IMSI
Leveraging machine learning techniques to support planning and emergency response management for storm surge risk
Presenter
- Alex Taflanidis
March 3, 2025
IMSI
Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall
Presenter
- Mikyoung Jun
March 5, 2021
IMSI