Kyoto University · Disaster Prevention Research Institute · 准教授

Research keywordsコードの自動生成・データ同化・地震学・大規模言語モデルのプログラミングへの適用・物理に基づく機械学習

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• Time Variable Stress Inversion of Centroid Moment Tensor Data Using Gaussian ProcessesJournal of Geophysical Research: Solid Earth,
• Three-Dimensional Crustal Deformation Analysis Using Physics-Informed Deep LearningJournal of Geophysical Research: Solid Earth,
• Fault geometry invariance and dislocation potential in antiplane crustal deformation: physics-informed simultaneous solutionsProgress in Earth and Planetary Science,
• Physics-informed deep learning approach for modeling crustal deformationNature Communications,

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