Center for Nuclear Energy Facilities and Structures

Works Published in 2024

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Displaying all 6 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2024 journal article

ARTISANS—Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology

Nuclear Engineering and Design.

By: A. Akins, A. Furlong, L. Kohler, J. Clifford, C. Brady, F. Alsafadi, X. Wu*

Source: ORCID
Added: April 8, 2024

2024 article

A comparative study on deep learning models for condition monitoring of advanced reactor piping systems

Sandhu, H. K., Bodda, S. S., Yan, E., Sabharwall, P., & Gupta, A. (2024, March 1). MECHANICAL SYSTEMS AND SIGNAL PROCESSING, Vol. 209.

author keywords: Condition monitoring; Deep learning; Convolutional neural networks; Feature extraction; Nuclear piping; Degradation detection
Source: Web Of Science
Added: March 4, 2024

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

2024 journal article

Automatic and Real-Time Joint Tracking and Three-Dimensional Scanning for a Construction Welding Robot

JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 150(3).

By: D. Lee n, G. Nie n & K. Han n

Sources: ORCID, Web Of Science
Added: January 28, 2024

2024 journal article

Functional PCA and deep neural networks-based Bayesian inverse uncertainty quantification with transient experimental data

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 420.

By: Z. Xie n, M. Yaseen n & X. Wu n

author keywords: Bayesian inverse UQ; Functional alignment; Functional PCA; Neural networks
TL;DR: This work focuses on developing an inverse UQ process for time-dependent responses, using functional principal component analysis (PCA) and deep neural network (DNN)-based surrogate models, and shows an improvement in reducing the dimension of the TRACE transient simulations. (via Semantic Scholar)
Sources: ORCID, Web Of Science
Added: January 25, 2024

2024 journal article

Computationally efficient approach for risk-informed decision making

PROGRESS IN NUCLEAR ENERGY, 167.

author keywords: PRA; Fault tree analysis; MOCUS; Exact top event probability; Importance measures
Source: Web Of Science
Added: January 8, 2024

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