End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks

Bibliographic Details
Main Authors: Buehler, Eric L, Buehler, Markus J
Other Authors: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
Format: Article
Language:English
Published: Elsevier BV 2023
Online Access:https://hdl.handle.net/1721.1/148572
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author Buehler, Eric L
Buehler, Markus J
author2 Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
author_facet Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
Buehler, Eric L
Buehler, Markus J
author_sort Buehler, Eric L
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language English
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spelling mit-1721.1/1485722023-03-17T03:24:50Z End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks Buehler, Eric L Buehler, Markus J Massachusetts Institute of Technology. Department of Civil and Environmental Engineering 2023-03-16T13:27:00Z 2023-03-16T13:27:00Z 2022 2023-03-16T13:23:40Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/148572 Buehler, Eric L and Buehler, Markus J. 2022. "End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks." Biomedical Engineering Advances, 4. en 10.1016/J.BEA.2022.100038 Biomedical Engineering Advances Creative Commons Attribution-NonCommercial-NoDerivs License http://creativecommons.org/licenses/by-nc-nd/4.0/ application/pdf Elsevier BV Elsevier
spellingShingle Buehler, Eric L
Buehler, Markus J
End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title_full End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title_fullStr End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title_full_unstemmed End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title_short End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks
title_sort end to end prediction of multimaterial stress fields and fracture patterns using cycle consistent adversarial and transformer neural networks
url https://hdl.handle.net/1721.1/148572
work_keys_str_mv AT buehlerericl endtoendpredictionofmultimaterialstressfieldsandfracturepatternsusingcycleconsistentadversarialandtransformerneuralnetworks
AT buehlermarkusj endtoendpredictionofmultimaterialstressfieldsandfracturepatternsusingcycleconsistentadversarialandtransformerneuralnetworks