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Exact Combinatorial Optimization with Graph Convolutional Neural Networks
Presenter
- Laurent Charlin
February 24, 2021
IPAM
Utilizing Numerical Optimization to Improve the Utility of Data-Based Forecasting Models
Presenter
- Genetha Gray
October 13, 2017
IMA
Data Manifolds as Priors for Inverse Problems: From Regularization to Representation
Presenter
- Jiequn Han
June 10, 2025
IMSI
Component-based Reduced Order Modeling for Digital Twins of Large Scale Industrial Assets
Presenter
- David Knezevic
February 4, 2025
IMSI
Ralf Drautz - From electrons to the simulation of materials - IPAM at UCLA
Presenter
- Ralf Drautz
May 3, 2023
IPAM
Towards a Science of Security Games: Key Algorithmic Principles, Deployed Applications and Research Challenges
Presenter
- Milind Tambe
July 23, 2015
IPAM
Integrating the spectral analysis of neural networks and nonlinear physics for explainability, generalizability, and stability
Presenter
- Pedram Hassanzadeh
November 4, 2022
IMSI
Smashing Cities and Planets with Rare Event Sampling and AI
Presenter
- Dorian Abbot
November 1, 2022
IMSI
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience
Presenter
- Auroop Ganguly
October 31, 2022
IMSI
Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations
Presenter
- Freddy Bouchet
November 2, 2022
IMSI
