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Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction

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Published in:Advanced Modeling and Simulation in Engineering Sciences
Format: Online Article RSS Article
Published: 2026
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container_title Advanced Modeling and Simulation in Engineering Sciences
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spellingShingle Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
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sub_discipline_display General
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journaltocs (1)
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title Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_auth Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_full Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_fullStr Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_full_unstemmed Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_short Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction
title_sort structural natural frequency-embedded fourier feature physics-informed neural networks for earthquake dynamic response prediction
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General
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url https://link.springer.com/article/10.1186/s40323-026-00324-x