Edward Chen

Nuclear Grad & Temp

Works (3)

Updated: July 22nd, 2024 08:05

2024 journal article

Evaluating the reliability of machine-learning-based predictions used in nuclear power plant instrumentation and control systems

RELIABILITY ENGINEERING & SYSTEM SAFETY, 250.

By: E. Chen*, H. Bao* & N. Dinh n 

author keywords: Machine learning; Reliability; Trustworthiness; Out -of -distribution detection
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 17, 2024

2022 journal article

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

RELIABILITY ENGINEERING & SYSTEM SAFETY, 230.

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

PHYSICS LETTERS A, 406.

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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