Joomyung Lee

Works (4)

Updated: April 20th, 2024 05:02

2024 journal article

Integrated 4D Design Change Management Model for Construction Projects

JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 150(5).

By: L. Wang n, J. Lee n, J. Nimawat n , K. Han n  & A. Gupta n

Sources: Web Of Science, ORCID
Added: February 22, 2024

2022 article

Digital Engineering for Integrated Modeling and Simulation for Building-Piping Systems Through Interoperability Solutions

Crowder, N., Lee, J., Gupta, A., Han, K., Bodda, S., & Ritter, C. (2022, May 13). NUCLEAR SCIENCE AND ENGINEERING.

By: N. Crowder n, J. Lee n, A. Gupta n, K. Han n , S. Bodda n & C. Ritter *

author keywords: Building information model; interoperability; piping; building-piping interaction; coupled analysis
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: May 23, 2022

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 

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

author keywords: Diagnosis; Digital twin; Recurrent Neural Network; Safety significant factor; Machine Learning
TL;DR: A machine learning (ML) based SSF inference model (SSFIM) using the Recurrent Neural Network (RNN) with acceptable accuracy, generalization capability, effectiveness, and robustness against sensor errors is developed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
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).

By: L. Lin*, J. Lee n, B. Poudel *, T. McJunkin *, N. Dinh n  & V. Agarwal *

author keywords: digital twin; diagnosis; prognosis; resilience
TL;DR: This paper develops and assesses both the diagnosis and prognosis DTs in a nearly autonomous management and control system for an Experimental Breeder Reactor-II simulator during different loss-of-flow scenarios. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID
Added: May 10, 2022

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