Transfer Learning-Enhanced Finite Element-Integrated Neural Networks

International Journal of Mechanical Sciences, Journal Year: 2025, Volume and Issue: unknown, P. 110075 - 110075

Published: Feb. 1, 2025

Language: Английский

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Interpretable physics-encoded finite element network to handle concentration features and multi-material heterogeneity in hyperelasticity

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2024, Volume and Issue: 431, P. 117268 - 117268

Published: Aug. 8, 2024

Language: Английский

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A mortar segment-to-segment frictional contact approach in material point method

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2024, Volume and Issue: 431, P. 117294 - 117294

Published: Aug. 20, 2024

Language: Английский

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Solving fluid flow in discontinuous heterogeneous porous media and multi-layer strata with interpretable physics-encoded finite element network

Journal of Rock Mechanics and Geotechnical Engineering, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 1, 2024

Language: Английский

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An improved explicit MPM formulation and its coupling scheme with FEM

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2025, Volume and Issue: 436, P. 117734 - 117734

Published: Jan. 17, 2025

Language: Английский

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A novel unified elastoplasticity-μ(I) phase transition model for granular flows from solid-like to fluid-like states and its application

Engineering Geology, Journal Year: 2025, Volume and Issue: unknown, P. 108054 - 108054

Published: April 1, 2025

Language: Английский

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Simulation of fluid-structure interaction using the density smoothing B-spline material point method with a contact approach

Computers & Mathematics with Applications, Journal Year: 2024, Volume and Issue: 176, P. 525 - 544

Published: Nov. 15, 2024

Language: Английский

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