Works (5)

Updated: April 11th, 2023 10:13

2023 journal article

Data coverage assessment on neural network based digital twins for autonomous control system

ANNALS OF NUCLEAR ENERGY, 182.

By: L. Wang n, L. Lin* & N. Dinh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Machine learning; Neural network; Digital twin; Data coverage assessment
Sources: Web Of Science, ORCID
Added: January 17, 2023

2022 journal article

Digital-twin-based improvements to diagnosis, prognosis, strategy assessment, and discrepancy checking in a nearly autonomous management and control system

ANNALS OF NUCLEAR ENERGY, 166.

By: L. Lin n, P. Athe n, P. Rouxelin n, M. Avramova n, A. Gupta n, R. Youngblood*, J. Lane*, N. Dinh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: autonomous control; digital twin; diagnosis; prognosis
Sources: Web Of Science, ORCID
Added: November 1, 2021

2021 journal article

Development of the Machine Learning-based Safety Significant Factor Inference Model for Diagnosis in Autonomous Control System

ANNALS OF NUCLEAR ENERGY, 162.

By: J. Lee n, L. Lin n, P. Athe n & N. Dinh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Diagnosis; Digital twin; Recurrent Neural Network; Safety significant factor; Machine Learning
Sources: Web Of Science, ORCID
Added: August 23, 2021

2021 article

Enhancing the Operational Resilience of Advanced Reactors with Digital Twins by Recurrent Neural Networks

2021 RESILIENCE WEEK (RWS).

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: digital twin; diagnosis; prognosis; resilience
Sources: Web Of Science, ORCID
Added: May 10, 2022

2021 review

Uncertainty quantification and software risk analysis for digital twins in the nearly autonomous management and control systems: A review

[Review of ]. ANNALS OF NUCLEAR ENERGY, 160.

By: L. Lin n, H. Bao* & N. Dinh n 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Digital twin; Autonomous control; Uncertainty quantification; Software risk analysis
Sources: Web Of Science, ORCID
Added: July 6, 2021