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Diab W. Abueidda

Physics-informed DeepONet with stiffness-based loss functions for structural response prediction

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Sep 02, 2024
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Damage identification for bridges using machine learning: Development and application to KW51 bridge

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Aug 06, 2024
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A deep learning energy method for hyperelasticity and viscoelasticity

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Jan 15, 2022
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Deep learning collocation method for solid mechanics: Linear elasticity, hyperelasticity, and plasticity as examples

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Dec 02, 2020
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Machine learning accelerated topology optimization of nonlinear structures

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Feb 06, 2020
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Prediction and optimization of mechanical properties of composites using convolutional neural networks

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May 31, 2019
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