Gradient enhanced physics-informed neural network for iterative form-finding of tensile membrane structures by potential energy minimization-Reference-Cited by-同舟云学术

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Gradient enhanced physics-informed neural network for iterative form-finding of tensile membrane structures by potential energy minimization

Published:2024-07 Issue: Volume:106 Page:105332
ISSN:0997-7538
Container-title:European Journal of Mechanics - A/Solids
language:en
Short-container-title:European Journal of Mechanics - A/Solids

Author:

Kabasi Sounak^ORCID,Marbaniang Allan L.^ORCID,Ghosh Siddhartha^ORCID

Funder

Science and Engineering Research Board

Publisher

Elsevier BV

Reference65 articles.

1. Tensorflow: Large-scale machine learning on heterogeneous systems;Abadi,2015

2. A general method for the shape finding of lightweight tension structures;Argyris;Comput. Methods Appl. Mech. Engrg.,1974

3. Finding and Analysis of Tension Space Structures by Dynamic Relaxation;Barnes,1977

4. Basso, P., Del Grosso, A., 2011. Form-finding methods for structural frameworks: a review. In: 6th International Conference on Space Structures. London, UK.

5. Physics-informed neural networks for shell structures;Bastek;Eur. J. Mech. A Solids,2023

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