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Articles

[2503.14222] Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems

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By Matthieu Barreau
| arXiv
[Submitted on 18 Mar 2025] Title:Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems View a PDF of the paper titled Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems, by Katayoun Eshkofti and Matthieu Barreau View PDF HTML (experimental) Abstract:In a more connected world, modeling multi-agent systems with hyperbolic partial differential equations (PDEs) offers a potential solution to the curse of dimensionality.
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[2502.00552] Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks

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By Federica Bragone, Matthieu Barreau, Tor Laneryd, Kateryna Morozovska
| arXiv
arXiv:2502.00552 (cs) View PDF HTML (experimental) Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY) Cite as: arXiv:2502.00552 [cs.LG] (or arXiv:2502.00552v1 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2502.00552 Submission history From: Matthieu Barreau [ view email] [v1] Sat, 1 Feb 2025 20:44:41 UTC (2,893 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps...
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[2501.16831] Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation

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By Federica Bragone, Tor Laneryd, Matthieu Barreau, Kateryna Morozovska
| arXiv
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