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Papers matching “variational mechanics” 459

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Effects of variational formulations on physics‐informed neural network performance in solid mechanics
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Nils Radin, Sven Klinkel, Okyay Altay

8

citations
A new set of test functions for variational physics-informed neural networks in solid mechanics
2026 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access

Nils Radin, Sven Klinkel, Okyay Altay

0

citations
A new set of test functions for variational physics-informed neural networks in solid mechanics
2026 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access

Nils Radin, Sven Klinkel, Okyay Altay

0

citations
A Variational Kolosov–Muskhelishvili network for elasticity and fracture
2026 International Journal of Mechanical Sciences article Engineering Numerical methods in engineering Open access

Shuwei Zhou, Christian Häffner, Sophie Stebner, Niklas C. Fehlemann, Zhichao Wei, Sebastian Münstermann

0

citations
Variational phase field modeling of thermomechanical fatigue in elasto-viscoplastic solids
2026 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Hanghang Gao, Songyun Ma, Dawei Zhang, Cheng Luo, Huang Yuan, Bernd A. Markert

0

citations
Variational phase field modeling of thermomechanical fatigue in elasto-viscoplastic solids
2026 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Hanghang Gao, Songyun Ma, Dawei Zhang, Cheng Luo, Huang Yuan, Bernd A. Markert

0

citations
Isogeometric analysis of 3D solids in boundary representation for problems in nonlinear solid mechanics and structural dynamics
2021 International Journal for Numerical Methods in Engineering article Engineering Advanced Numerical Analysis Techniques Open access

Margarita Chasapi, Leonie Mester, Bernd Simeon, Sven Klinkel

39

citations
Improved Variational Quantum Eigensolver Via Quasidynamical Evolution
2023 Physical Review Applied article Computer Science Quantum Computing Algorithms and Architecture Open access

Manpreet Singh Jattana, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen

16

citations
Variational Structure and Two-Dimensional Subsonic Jet Flows for Compressible Euler System with General Incoming Flows
2025 Archive for Rational Mechanics and Analysis article Mathematics Navier-Stokes equation solutions Open access

Yan Li, Wenhui Shi, Lan Yu Tang, Chunjing Xie

10

citations
Metastasis: crosstalk between tissue mechanics and tumour cell plasticity
2020 British Journal of Cancer article Medicine Cancer Cells and Metastasis Open access

Bircan Coban, Cecilia Bergonzini, Annelien J.M. Zweemer, Erik H.J. Danen

73

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
Numerical simulation of elastoplastic problems by Brezis–Ekeland–Nayroles non-incremental variational principle
2020 Computational Mechanics article Engineering Advanced Numerical Methods in Computational Mathematics

Xiaodan Cao, Abdelbacet Oueslati, An Danh Nguyen, Géry de Saxcé

11

citations
Variational modeling of temperature induced and cooling-rate dependent phase transformations in polycrystalline steel
2022 Mechanics of Materials article Engineering Microstructure and Mechanical Properties of Steels

Johanna Waimann, Stefanie Reese

3

citations
A chemo-mechano-thermodynamical contact theory for adhesion, friction, and (de)bonding reactions
2021 Mathematics and Mechanics of Solids article Computer Science Contact Mechanics and Variational Inequalities Open access

Roger A. Sauer, Thang X. Duong, Kranthi Kiran Mandadapu

7

citations
Discovering uncertainty: Bayesian constitutive artificial neural networks
2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Linka, Gerhard A. Holzapfel, Ellen Kuhl

37

citations
Homogenization and Phase Separation with Space Dependent Wells: The Subcritical Case
2023 Archive for Rational Mechanics and Analysis article Computer Science Advanced Mathematical Modeling in Engineering Open access

Riccardo Cristoferi, Irene Fonseca, Likhit Ganedi

9

citations
A sample-path large deviation principle for dynamic Erdős–Rényi random graphs
2023 The Annals of Applied Probability article Mathematics Stochastic processes and statistical mechanics Open access

Peter Braunsteins, Frank den Hollander, Michel Mandjes

7

citations
The Parabolic Anderson Model on a Galton–Watson Tree Revisited
2022 Journal of Statistical Physics article Mathematics Stochastic processes and statistical mechanics Open access

Frank den Hollander, D. Wang

2

citations
Phase transitions for spatially extended pinning
2021 Probability Theory and Related Fields article Mathematics Stochastic processes and statistical mechanics Open access

Francesco Caravenna, Frank den Hollander

2

citations
Quenched large deviations in renewal theory
2024 Stochastic Processes and their Applications article Mathematics Stochastic processes and statistical mechanics Open access

Frank den Hollander, Marco Zamparo

0

citations
Mathematical models of vascular stents with FG bridges aimed on reduction of in‐stent restenosis
2024 ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik article Medicine Coronary Interventions and Diagnostics

Igor V. Andrianov, Jan Awrejcewicz, Alexander A. Diskovsky

0

citations
The Mechanism of Fracture and Damage Evolution of Granite in Thermal Environment
2021 Materials article Engineering Rock Mechanics and Modeling Open access

Suran Wang, Youliang Chen, Min Xiong, Xi Du, Guanlin Liu, Tomás Manuel Fernández-Steeger

8

citations
A symplectic Brezis-Ekeland-Nayroles principle for dynamic plasticity in finite strains
2022 International Journal of Engineering Science article Computer Science Contact Mechanics and Variational Inequalities Open access

Xiaodan Cao, Abdelbacet Oueslati, An Danh Nguyen, Marcus Stoffel, Bernd A. Markert, Géry de Saxcé

1

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

5

citations
Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials
2023 Advanced Materials article Engineering Cellular and Composite Structures Open access

H. Pahlavani, Kostas Tsifoutis‐Kazolis, Mauricio Cruz Saldívar, Prerak Mody, Jie Zhou, Mohammad Javad Mirzaali, +1 more

97

citations