Model Analysis And Uncertainty Quantification

Model Analysis and Uncertainty Quantification

In the video, Dr Jason Hilton and Prof. Jakub Bijak introduce the basic concepts related to the design of experiments used to help ...

Mini Tutorial 6: An Introduction to Uncertainty Quantification for Modeling & Simulation

Predictions from modeling and simulation (M&S) are increasingly relied upon to inform critical decision making in a variety of ...

Model-Specific vs. Model-General Uncertainty Quantification for Physical Properties

This podcast explores different methods for

Easy introduction to gaussian process regression (uncertainty models)

Gaussian process regression (GPR) is a probabilistic approach to making predictions. GPRs are easy to implement, flexible, and ...

Quantifying the Uncertainty in Model Predictions

Neural networks are infamous for making wrong predictions with high confidence. Ideally, when a

Module 8.1: Introduction to Uncertainty Quantification Methods

Module 8.1 introduction to

An Introduction to Uncertainty Quantification

An Introduction to

Mini -Tutorial 1: Introduction to Uncertainty Quantification

Roger Ghanem is Professor of Civil and Environmental Engineering at the U of Southern California where he also holds the Tryon ...

What is Uncertainty Quantification (UQ)?

A brief overview of

Why Use Uncertainty Quantification?

An overview of how

Statistical inference and uncertainty quantification for complex process based models

Richard Everitt shares project updates, and discusses how mathematical

Uncertainty Quantification (1): Enter Conformal Predictors

Channel's GitHub page hosting Jupyter Notebook: https://github.com/mtorabirad/MLBoost In this video, we explore the concept of ...

Uncertainty quantification in machine learning and nonlinear least squares regression models

This is a quick video brief on a new paper published by Ni Zhan and myself on

Introduction To Simulations 2: Verification, Validation, and Uncertainty Quantification (VVUQ)

... uh some continuous

What is Uncertainty Quantification?

Implication of

Uncertainty quantification in transient modelling

We apply advanced

Uncertainty Quantification & Machine Learning

2025 ML Academy & Artiste Distinguished Lecture.

Uncertainty Quantification for CFD

Physics-informed Statistical Learning for Model Comparison and Uncertainty Quantification

Physical