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Jatin Aggarwal

Stanford University

367 Panama St

Stanford, CA 94305

United States

  • Stanford University

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Mechanics-informed machine learning: A gray-box framework for pore-pressure denoising

Number of pages: 29 Posted: 03 Nov 2025
Lunshi Zhou, Ronaldo Borja, Jatin Aggarwal, Hae Young Noh, Nan-Chieh Chao, Jhe-Wei Lee, Chien-Hsin Lai and WeiCheng Lo
Stanford University, Stanford University, Stanford University, Stanford University, National Cheng Kung University, National Cheng Kung University, Ministry of Economic Affairs, Republic of China and National Cheng Kung University
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Abstract:

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Gray-box model, pore-water pressure, autoregression, Gaussian process regression, support vector regression