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05/24/2022
Enhanced physics-informed neural networks for hyperelasticity
Physics-informed neural networks have gained growing interest. Specifica...
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01/15/2022
A deep learning energy method for hyperelasticity and viscoelasticity
The potential energy formulation and deep learning are merged to solve p...
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01/31/2020
Topology optimization of 2D structures with nonlinearities using deep learning
The field of optimal design of linear elastic structures has seen many e...
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01/31/2020
Deep learning accelerated topology optimization of linear and nonlinear structures
The field of optimal design of linear elastic structures has seen many e...
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01/31/2020
Machine learning accelerated topology optimization of nonlinear structures
The field of optimal design of linear elastic structures has seen many e...
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05/31/2019