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Papers matching “dynamic mechanical loading” 4

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A physics-informed neural network (PINN) framework for inverse mixed contact-traction tire-load reconstruction and finite-layer pavement response
2026 Computers and Geotechnics article Physics and Astronomy Model Reduction and Neural Networks Open access

Dong Feng

2

citations
Global Graph Surrogates and Neural Graph Elements for Computational Mechanics
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Marcus Stoffel

0

citations
Graph Neural Network enhanced Finite Element modelling
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

36

citations
Modeling Unsteady Flows for Aeroelasticity Through Machine Learning and Data-Driven Methods
2024 AIAA SciTech Forum conference-paper Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

Jiaqing Kou, Matthias H. Meinke, Wolfgang Schröeder, Daning Huang

0

citations

4 results