Edward Chen

Nuclear Grad & Temp

Works (2)

Updated: July 5th, 2023 14:18

2023 journal article

Quantitative evaluation of common cause failures in high safety-significant safety-related digital instrumentation and control systems in nuclear power plants


By: H. Bao*, H. Zhang, T. Shorthill, E. Chen* & S. Lawrence

author keywords: Common cause failures; High safety-significant safety-related; Digital instrumentation and control systems; Nuclear power plants
Source: Web Of Science
Added: February 6, 2023

2021 journal article

Integration of neural networks with numerical solution of PDEs for closure models development


By: A. Iskhakov n, N. Dinh n & E. Chen n

Contributors: A. Iskhakov n, N. Dinh n & E. Chen n

author keywords: Physics-informed machine learning; PDE-integrated neural network; Closure model
TL;DR: Despite its complexity and computational cost, the proposed physics-integrated ML shows a potential to develop a "PDE-Integrated" closure relations for turbulent models and offers principal advantages, namely: the target outputs for a DFNN might be unknown and can be recovered using the knowledge base (PDEs). (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 10, 2021

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