Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks

9 September 2024

Papers citing "Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks"

4 / 4 papers shown

Title
Uncertainty Quantification for Data-Driven Machine Learning Models in Nuclear Engineering Applications: Where We Are and What Do We Need? Xu Wu L. Moloko P. Bokov Gregory K. Delipei Joshua Kaizer K. Ivanov AI4CE 42 0 0 16 Mar 2025
Physics-Based Hybrid Machine Learning for Critical Heat Flux Prediction with Uncertainty Quantification Aidan Furlong Xingang Zhao Robert Salko Xu Wu AI4CE 41 0 0 26 Feb 2025
An Investigation on Machine Learning Predictive Accuracy Improvement and Uncertainty Reduction using VAE-based Data Augmentation Farah Alsafadi M. Yaseen Xu Wu 14 0 0 24 Oct 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016