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Papers matching “elastic networks” 21

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Nonlinear multiscale simulation of elastic beam lattices with anisotropic homogenized constitutive models based on artificial neural networks
2021 Computational Mechanics article Engineering Composite Material Mechanics Open access

Til Gärtner, Mauricio Fernández, Oliver Weeger

27

citations
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning
2021 Neurocomputing article Engineering Ultrasonics and Acoustic Wave Propagation

Daniel Frank Hesser, Shimaalsadat Mostafavi, Georg Karl Kocur, Bernd A. Markert

82

citations
Data-driven prediction of dynamic elastic properties in short fiber-reinforced thermoplastics
2026 Computational Mechanics article Engineering Composite Material Mechanics

Sally Rüschendorf, Kai‐Uwe Schröder, Markus Stommel, Alexander Kriwet, Fabian Urban

0

citations
Theory and implementation of inelastic Constitutive Artificial Neural Networks
2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl

84

citations
Response evolution of mechanical metamaterials under architectural transformations
2020 New Journal of Physics article Engineering Advanced Materials and Mechanics Open access

Anne S. Meeussen, Erdal C. Oğuz, Martin van Hecke, Yair Shokef

21

citations
A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains
2025 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Kevin Linka, Ellen Kuhl, Tim Brepols

15

citations
Review of the analytical network-averaging: part I — theoretical foundation
2024 Mechanics Of Soft Materials article Engineering Elasticity and Material Modeling Open access

Mikhail Itskov, Vu Ngoc Khiêm

2

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
Analysis of Thin Carbon Reinforced Concrete Structures through Microtomography and Machine Learning
2023 Buildings article Engineering Structural Behavior of Reinforced Concrete Open access

Franz Wagner, Leonie Mester, Sven Klinkel, Hans‐Gerd Maas

2

citations
Active source localization in wave guides based on machine learning
2020 Ultrasonics article Engineering Ultrasonics and Acoustic Wave Propagation

Daniel Frank Hesser, Georg Karl Kocur, Bernd A. Markert

39

citations
Multi‐parameter design optimization of crash box for crashworthiness analysis
2024 PAMM article Engineering Transportation Safety and Impact Analysis Open access

Aditya Borse, Rutwik Gulakala, Marcus Stoffel

4

citations
A generalized tube model of rubber elasticity
2020 Soft Matter article Engineering Elasticity and Material Modeling

Ehsan Darabi, Mikhail Itskov

27

citations
Material modeling for parametric, anisotropic finite strain hyperelasticity based on machine learning with application in optimization of metamaterials
2021 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

Mauricio Fernández, Felix Fritzen, Oliver Weeger

60

citations
Self-Excited Acoustical System Frequency Monitoring for Refractory Concrete under Uniaxial Compression
2021 Energies article Engineering Ultrasonics and Acoustic Wave Propagation Open access

Ilona Kieliba, Ireneusz Dominik, Krzysztof Lalik, Thorsten Tonnesen, Jacek Szczerba, Reiner Telle

5

citations
Radical timetable innovations in long-distance railway passenger transport: How might these affect railway passenger demand?
2024 Journal of Public Transportation article Engineering Railway Systems and Energy Efficiency Open access

Nils Nießen, Bastian Kogel

3

citations
An amended approximation of the non-Gaussian probability distribution function
2022 Mathematics and Mechanics of Solids article Engineering Elasticity and Material Modeling Open access

Ehsan Darabi, Markus Hillgärtner, Mikhail Itskov

5

citations
Extrusion bioprinting of FibMA–fibrin semi-IPN hydrogel filaments for enhanced skeletal muscle cell alignment
2026 Biofabrication article Engineering 3D Printing in Biomedical Research Open access

Haneen Simaan Yameen, Tobias Call, Katia Kopty, Noa Notea‐Debutton, Cesare Gargioli, Dror Seliktar

0

citations
A two-scale computational homogenization approach for elastoplastic truss-based lattice structures
2025 Results in Engineering article Engineering Cellular and Composite Structures Open access

Hooman Danesh, Lisamarie Heußen, Francisco Javier Montáns, Stefanie Reese, Tim Brepols

14

citations
On the Molecular to Continuum Modeling of Fiber‐Reinforced Composites
2020 Advanced Theory and Simulations article Engineering Composite Material Mechanics Open access

Ameya Rege, Sandeep P. Patil

9

citations
Learning Deformable Linear Object Dynamics From a Single Trajectory
2025 IEEE Robotics and Automation Letters article Engineering Robot Manipulation and Learning Open access

Shamil Mamedov, A. René Geist, Sebastian Trimpe, Jan Swevers

5

citations
Influence of microstructure on the mechanical behavior of open-porous materials under large strains
2025 International Journal of Solids and Structures article Engineering Cellular and Composite Structures Open access

Rajesh Chandrasekaran, Mikhail Itskov, Ameya Rege

10

citations

21 results