Videos

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Signed Cumulative Distribution Transform for Machine Learning

Presenter
  • Sumati Thareja
May 8, 2023
ICERM

Network Analysis of High Dimensional Data

Presenter
  • Allen Tannenbaum
May 8, 2023
ICERM
James Kermode - Multiscale and data-driven methods for the simulation of material failure Thumbnail

James Kermode - Multiscale and data-driven methods for the simulation of material failure

Presenter
  • James Kermode
April 19, 2023
IPAM
Shenglin Huang - Data-Driven Model Discovery for Non-equilibrium Processes - IPAM at UCLA Thumbnail

Shenglin Huang - Data-Driven Model Discovery for Non-equilibrium Processes - IPAM at UCLA

Presenter
  • Shenglin Huang
April 18, 2023
IPAM
Erdos-Renyi perturbed random geometric graphs Thumbnail

Erdos-Renyi perturbed random geometric graphs

Presenter
  • Yusu Wang
March 24, 2023
IMSI
Kristin Persson - Data-Driven Design for Energy Materials - IPAM at UCLA Thumbnail

Kristin Persson - Data-Driven Design for Energy Materials - IPAM at UCLA

Presenter
  • Kristin Persson
January 24, 2023
IPAM

Keynote: Synthetic data for network modeling

Presenter
  • Adam Smith
January 18, 2023
ICERM
Evrim Acar - Constrained Multimodal Data Mining using Coupled Matrix and Tensor Factorizations Thumbnail

Evrim Acar - Constrained Multimodal Data Mining using Coupled Matrix and Tensor Factorizations

Presenter
  • Evrim Acar
January 11, 2023
IPAM
Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations Thumbnail

Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations

Presenter
  • Nan Chen
October 31, 2022
IMSI
Learning from data through the lens of (ocean) models, surrogates, and their derivatives Thumbnail

Learning from data through the lens of (ocean) models, surrogates, and their derivatives

Presenter
  • Patrick Heimbach
September 22, 2022
IMSI
Paul Voyles - Data-Information-Knowledge: Material Microscopy Problems w/ Computational Solutions? Thumbnail

Paul Voyles - Data-Information-Knowledge: Material Microscopy Problems w/ Computational Solutions?

Presenter
  • Paul Voyles
September 14, 2022
IPAM
Ginestra Bianconi - Dynamics of higher-order networks: effect of topology and triadic interactions Thumbnail

Ginestra Bianconi - Dynamics of higher-order networks: effect of topology and triadic interactions

Presenter
  • Ginestra Bianconi
September 2, 2022
IPAM