Videos

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Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning Thumbnail

Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning

Presenter
  • Omar Ghattas
November 13, 2025
IMSI
Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model Thumbnail

Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model

Presenter
  • Chris Wikle
April 23, 2018
IMA
What is special about mining spatial and spatio-temporal datasets? Thumbnail

What is special about mining spatial and spatio-temporal datasets?

Presenter
  • Shashi Shekhar
January 24, 2017
IMA
Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting Thumbnail

Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting

Presenter
  • Geoffrey Hutchison
December 6, 2016
IPAM

Student Presentation: How to Deal with Missing Data: An Application to Prostate Cancer Patients and Treatment Resistance

Presenter
  • Casey Shiring
August 14, 2014
MBI
Building GP Surrogate Model with High-Dimensional Input Thumbnail

Building GP Surrogate Model with High-Dimensional Input

Presenter
  • Lulu Kang
April 4, 2025
IMSI
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
New HMM-based Methods in Sequence Alignment, Phylogenetics, and Metagenomics Thumbnail

New HMM-based Methods in Sequence Alignment, Phylogenetics, and Metagenomics

Presenter
  • Nam-phuong Nguyen
January 15, 2015
IPAM
Towards Spatial Data Science for Smart Agriculture Big Data Thumbnail

Towards Spatial Data Science for Smart Agriculture Big Data

Presenter
  • Shashi Shekhar
October 26, 2017
IMA
Veridical Network Embedding Thumbnail

Veridical Network Embedding

Presenter
  • Tian Zheng
March 10, 2022
SLMath
Velocity Estimation Tutorial: The search for a cycle-skipping cure: an overview Thumbnail

Velocity Estimation Tutorial: The search for a cycle-skipping cure: an overview

Presenter
  • William Symes
May 3, 2017
IPAM
TensorMol 0.0 a Package for Statistical Models of Molecular Structure Thumbnail

TensorMol 0.0 a Package for Statistical Models of Molecular Structure

Presenter
  • John Parkhill
December 8, 2016
IPAM