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Combined analysis of thermofluids and electromagnetism using physics-informed neural networks Go to Link

Jeong, Yeonhwi; Jo, Junhyoung; Lee, Tonghun; Yoo, Jihyung

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.133, pp 1 - 11PublisherPergamon Press Ltd.

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Fast and accurate prediction of H2 combustion via data-augmented physics-informed operator learning Go to Link

Jo, Junhyoung; Kang, Kyungrae; Wiersema, Paxton; Yoo, Jihyung; Mayhew, Eric; Lee, Tonghun

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.160, pp 1 - 20PublisherPergamon Press Ltd.

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State of health estimation of lithium-ion battery cell based on optical thermometry with physics-informed machine learning Go to Link

Jang, Jeongwoo; Jo, Junhyoung; Kim, Jinsu; Lee, Seungmin; Lee, Tonghun; Yoo, Jihyung

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.140, pp 1 - 17PublisherPergamon Press Ltd.

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Thermal conductivity estimation using Physics-Informed Neural Networks with limited data Go to Link

Jo, Junhyoung; Jeong, Yeonhwi; Kim, Jinsu; Yoo, Jihyung

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.137, pp 1 - 13PublisherElsevier Ltd

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Browsing by Jo, JunhyoungAuthor

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