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Physical Review E

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Discov Artif Intell (1)

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Physics-informed neural networks for solving derivative-constrained partial differential equations

Kentaro Hoshisashi ^*, Carolyn E. Phelan , and Paolo Barucca

Department of Computer Science, University College London, Gower Street, London WC1E 6BT, United Kingdom

^*Contact author: k.hoshisashi@ucl.ac.uk

A systematic review and thematic analysis of physics-informed machine learning in construction and infrastructure systems

Peamsook Sanit and Lapyote Prasittisopin

Discov Artif Intell 6 1509 (2026)

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ISSN 2470-0053 (online), 2470-0045 (print).

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