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Refinado por: Nome da Publicação: Computer Methods In Applied Mechanics And Engineering remover assunto: Finite Element Method remover
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Data-driven computational mechanics
Data-driven computational mechanics
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Data-driven computational mechanics

Kirchdoerfer, T. ; Ortiz, M.

Computer methods in applied mechanics and engineering, 2016-06, Vol.304, p.81-101 [Periódico revisado por pares]

Elsevier B.V

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Computational mechanics enhanced by deep learning
Computational mechanics enhanced by deep learning
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Computational mechanics enhanced by deep learning

Oishi, Atsuya ; Yagawa, Genki

Computer methods in applied mechanics and engineering, 2017-12, Vol.327, p.327-351 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics
A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics
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A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics

Haghighat, Ehsan ; Raissi, Maziar ; Moure, Adrian ; Gomez, Hector ; Juanes, Ruben

Computer methods in applied mechanics and engineering, 2021-06, Vol.379, p.113741, Article 113741 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications
An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications
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An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Samaniego, E. ; Anitescu, C. ; Goswami, S. ; Nguyen-Thanh, V.M. ; Guo, H. ; Hamdia, K. ; Zhuang, X. ; Rabczuk, T.

Computer methods in applied mechanics and engineering, 2020-04, Vol.362, p.112790, Article 112790 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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Data-driven tissue mechanics with polyconvex neural ordinary differential equations
Data-driven tissue mechanics with polyconvex neural ordinary differential equations
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Data-driven tissue mechanics with polyconvex neural ordinary differential equations

Tac, Vahidullah ; Sahli Costabal, Francisco ; Tepole, Adrian B.

Computer methods in applied mechanics and engineering, 2022-08, Vol.398, p.115248, Article 115248 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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6
A combined XFEM–damage mechanics approach for concrete crack propagation
A combined XFEM–damage mechanics approach for concrete crack propagation
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A combined XFEM–damage mechanics approach for concrete crack propagation

Roth, Simon-Nicolas ; Léger, Pierre ; Soulaïmani, Azzeddine

Computer methods in applied mechanics and engineering, 2015-01, Vol.283, p.923-955 [Periódico revisado por pares]

Elsevier B.V

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A novel alpha finite element method ( αFEM) for exact solution to mechanics problems using triangular and tetrahedral elements
A novel alpha finite element method ( αFEM) for exact solution to mechanics problems using triangular and tetrahedral elements
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A novel alpha finite element method ( αFEM) for exact solution to mechanics problems using triangular and tetrahedral elements

Liu, G.R. ; Nguyen-Thoi, T. ; Lam, K.Y.

Computer methods in applied mechanics and engineering, 2008-08, Vol.197 (45), p.3883-3897 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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8
Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems
Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems
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Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems

Yin, Minglang ; Zhang, Enrui ; Yu, Yue ; Karniadakis, George Em

Computer methods in applied mechanics and engineering, 2022-12, Vol.402, p.115027, Article 115027 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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The Schwarz alternating method in solid mechanics
The Schwarz alternating method in solid mechanics
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The Schwarz alternating method in solid mechanics

Mota, Alejandro ; Tezaur, Irina ; Alleman, Coleman

Computer methods in applied mechanics and engineering, 2017-06, Vol.319 (C), p.19-51 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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A Stable Generalized/eXtended p-hierarchical FEM for three-dimensional linear elastic fracture mechanics
A Stable Generalized/eXtended p-hierarchical FEM for three-dimensional linear elastic fracture mechanics
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A Stable Generalized/eXtended p-hierarchical FEM for three-dimensional linear elastic fracture mechanics

Sanchez-Rivadeneira, A.G. ; Shauer, N. ; Mazurowski, B. ; Duarte, C.A.

Computer methods in applied mechanics and engineering, 2020-06, Vol.364, p.112970, Article 112970 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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