ViewTube

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

A brief overview of Uncertainty Quantification (UQ) and how it can help determine variations due to real world situations.

An overview of how Uncertainty Quantification software can help save time and money in the design and simulation process.

A quick 20 min introduction to various UQ methods for Deep Learning:- - Why is UQ required for Deep Learning - Bayesian NN ...

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

Preview the SmartUQ webinar: "From Uncertainty Propagation to Uncertainty Quantification: Using Analytics to Take Uncertainties ...

This paper takes a fully probabilistic approach by modeling the joint distribution over questions and inputs, defining uncertainty as ...

Implication of Uncertainty Quantification in Engineering. A brief description.

www.pydata.org Uncertainty identification in machine learning is crucial for making robust decisions, enhancing model ...

Big Data Europe Onsite and online on 22-25 November in 2022 Learn more about the conference: https://bit.ly/3BlUk9q Join our ...

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

Speaker: Professor Eyke Hüllermeier (LMU) Titel: Uncertainty Quantification in Machine Learning: From Aleatoric to Epistemic ...

Okay so now I will talk about the main part of the talk where I will talk about practical methods for uncertainty quantification in these ...

MIT Introduction to Deep Learning 6.S191: Lecture 7 Evidential Deep Learning and Uncertainty Estimation Lecturer: Alexander ...

In this video we dive into a brief overview of uncertainty quantification in nuclear engineering applications. We will explore both ...

... is called verification valid validation and uncertainty quantification it has its own special track within the asme subaculture um so ...