Videos

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How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification Thumbnail

How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification

Presenter
  • Matthias Rupp
November 21, 2019
IPAM
Trustworthy Autonomy: Behavior Prediction and Validation Thumbnail

Trustworthy Autonomy: Behavior Prediction and Validation

Presenter
  • Katherine Driggs-Campbell
March 1, 2019
IPAM

Network Dynamics and Cell Physiology

Presenter
  • John Tyson
October 18, 2017
MBI

Utilizing Numerical Optimization to Improve the Utility of Data-Based Forecasting Models

Presenter
  • Genetha Gray
October 13, 2017
IMA
How Do We Manage the Complexity of the Grid? Thumbnail

How Do We Manage the Complexity of the Grid?

Presenter
  • Eugene Litvinov
May 12, 2016
IMA
Sparsity-driven Feature-enhanced Imaging Thumbnail

Sparsity-driven Feature-enhanced Imaging

Presenter
  • Mujdat Cetin
October 17, 2005
IMA
Multi-Scale Control of Energy Networks Thumbnail

Multi-Scale Control of Energy Networks

Presenter
  • Victor Zavala
May 11, 2016
IMA
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control Thumbnail

Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control

Presenter
  • Wei Chen
April 23, 2025
IMSI
What it will take to do first principles optimal design of fusion Thumbnail

What it will take to do first principles optimal design of fusion

Presenter
  • Andrew Christlieb
February 21, 2024
IMSI
Mathew Cherukara - HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA Thumbnail

Mathew Cherukara - HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA

Presenter
  • Mathew Cherukara
October 14, 2022
IPAM
Task-driven Network Discovery via Deep Reinforcement Learning on Embedded Spaces Thumbnail

Task-driven Network Discovery via Deep Reinforcement Learning on Embedded Spaces

Presenter
  • Tina Eliassi-Rad
February 25, 2021
IPAM

From Air Traffic Management to Finding a Parking Space: Dynamically Assigning Destination Resources while Enroute

Presenter
  • Michael Ball
July 24, 2017
IMA