Videos

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Probabilistic Models for Images: Markov Random Fields and basic sampling. Applications to image segmentation and texture modeling Thumbnail

Probabilistic Models for Images: Markov Random Fields and basic sampling. Applications to image segmentation and texture modeling

July 22, 2013
IPAM
Interpretability: of what, for whom, why, and how? Thumbnail

Interpretability: of what, for whom, why, and how?

Presenter
  • Zachary Lipton
October 17, 2019
IPAM
Digital Twins for Wind Energy and Leading Edge Erosion Detection Thumbnail

Digital Twins for Wind Energy and Leading Edge Erosion Detection

Presenter
  • Sue Minkoff
February 25, 2025
IMSI
Scalable methods for analyzing 3D/4D/5D Images of Complex and Dynamic Biological Microenvironments Thumbnail

Scalable methods for analyzing 3D/4D/5D Images of Complex and Dynamic Biological Microenvironments

Presenter
  • Badri Roysam
November 14, 2011
IMA
Finding patterns and drawing maps in the configuration space of materials and molecules Thumbnail

Finding patterns and drawing maps in the configuration space of materials and molecules

Presenter
  • Michele Ceriotti
February 23, 2015
IPAM

A Rank-Minimization Approach to Learning Dynamical Systems from Frequency Response Data

Presenter
  • Pawan Goyal
February 20, 2020
ICERM

Data-driven modelling to solve intractable physics

Presenter
  • Richard Ahfeld
March 23, 2024
ICERM
Using machine learning to map the structure and predict the properties of materials and molecules Thumbnail

Using machine learning to map the structure and predict the properties of materials and molecules

Presenter
  • Michele Ceriotti
September 27, 2016
IPAM
Learning and Correcting Static and Dynamic Properties of Materials in Atomistic Simulations Thumbnail

Learning and Correcting Static and Dynamic Properties of Materials in Atomistic Simulations

Presenter
  • Michele Ceriotti
November 13, 2017
IPAM
Jens Eisert - Do quantum computers have application in machine learning & combinatorial optimization Thumbnail

Jens Eisert - Do quantum computers have application in machine learning & combinatorial optimization

Presenter
  • Jens Eisert
October 17, 2023
IPAM
Applications of Discrete Exterior Calculus: From Physical Modeling to High-Performance Computing Thumbnail

Applications of Discrete Exterior Calculus: From Physical Modeling to High-Performance Computing

Presenter
  • Sanna M\u00f6nk\u00f6l\u00e4
September 3, 2025
IMSI

Modeling calcium influx and biochemical signaling controlled by the NMDA-type glutamate receptor in postsynaptic spines

Presenter
  • Mary Kennedy
April 9, 2013
MBI