Videos

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Multi-scale modeling of materials revisited: Accelerated computing and machine learning Thumbnail

Multi-scale modeling of materials revisited: Accelerated computing and machine learning

Presenter
  • Kaushik Bhattacharya
February 15, 2021
IMSI
Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM
Statistical Relational Learning with Graph Neural Networks Thumbnail

Statistical Relational Learning with Graph Neural Networks

Presenter
  • Mathias Niepert
May 22, 2019
IPAM
Hot Topics: Recent Progress in Deterministic and Stochastic Fluid-Structure Interaction: "Integrating Cell-Based Numerical Analysis and Machine Learning for Assessing the Binding Behavior of Circulating Tumor Cells in Microfluidic Devices and Achieving Phenotype Classification" Thumbnail

Hot Topics: Recent Progress in Deterministic and Stochastic Fluid-Structure Interaction: "Integrating Cell-Based Numerical Analysis and Machine Learning for Assessing the Binding Behavior of Circulating Tumor Cells in Microfluidic Devices and Achieving Phenotype Classification"

Presenter
  • Yifan Wang
December 7, 2023
SLMath
MWrite: Implementing Writing-to-Learn in large-enrollment introductory courses across disciplines and exploring how it fosters student learning Thumbnail

MWrite: Implementing Writing-to-Learn in large-enrollment introductory courses across disciplines and exploring how it fosters student learning

Presenter
  • Amber Dood
January 12, 2024
IMSI
Automating Science using Robot Scientists Thumbnail

Automating Science using Robot Scientists

Presenter
  • Ross King
September 25, 2019
IPAM
Effecient Neural Approximations for Geometric Problems Thumbnail

Effecient Neural Approximations for Geometric Problems

Presenter
  • Yusu Wang
August 18, 2025
IMSI
Reinforcement Learning Algorithm for Mixed Mean Field Control Games Thumbnail

Reinforcement Learning Algorithm for Mixed Mean Field Control Games

Presenter
  • Jean-Pierre Fouque
May 26, 2022
IMSI
Machine learning approaches for a few optimization problems involving lines-of-sight Thumbnail

Machine learning approaches for a few optimization problems involving lines-of-sight

Presenter
  • Richard Tsai
May 2, 2019
IPAM
Machine learning methods for physics and chemistry 2: Deep learning Thumbnail

Machine learning methods for physics and chemistry 2: Deep learning

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine learning methods for physics and chemistry 1: Regression and Kernel methods Thumbnail

Machine learning methods for physics and chemistry 1: Regression and Kernel methods

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine Learning Models for Feature Selection and Classification of Traffic Anomalies Thumbnail

Machine Learning Models for Feature Selection and Classification of Traffic Anomalies

Presenter
  • Ljiljana Trajkovic
September 5, 2012
IMA