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A deep learning-based hybrid approach for the solution of multiphysics problems in electrosurgery

Multiphysics modeling of evolving topology in the electrosurgical dissection of soft hydrated tissues is a challenging problem, requiring heavy computational resources. In this paper, we propose a hybrid approach that leverages the regressive capabilities of deep convolutional neural networks (CNN)...

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Detalhes bibliográficos
Publicado no:Comput Methods Appl Mech Eng
Main Authors: Han, Zhongqing, Rahul, De, Suvranu
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7448691/
https://ncbi.nlm.nih.gov/pubmed/32863455
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cma.2019.112603
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