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Papers matching “elastic networks” 35

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A Data-Based Model of the Thermo-Elastic TCP Error Using the Encoder Difference and Neural Networks
2023 Lecture notes in production engineering conference-paper Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

4

citations
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
Performance evaluation of cross-environment learning strategies for beam prediction in millimeter-wave networks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Jan Bjarne Schaper

0

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
Multi-Frequency Acoustic Steering in Rationally Pruned Disordered Networks
2022 arXiv (Cornell University) preprint Engineering Acoustic Wave Phenomena Research Open access

Anastasiia O. Krushynska, Martin van Hecke

1

citations
Deep learning for size-agnostic inverse design of random-network 3D printed mechanical metamaterials
2022 arXiv (Cornell University) preprint Engineering Cellular and Composite Structures Open access

H. Pahlavani, Kostas Tsifoutis‐Kazolis, Prerak Mody, Jie Zhou, Mohammad Javad Mirzaali, AMIR ABBAS ZADPOOR

2

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
Theory and implementation of inelastic Constitutive Artificial Neural Networks
2023 RWTH Publications (RWTH Aachen) preprint Engineering Elasticity and Material Modeling Open access

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

9

citations
Estimation of rotor and main bearing loads using artificial neural networks
2022 Journal of Physics Conference Series conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Amin Loriemi, Georg Jacobs, Dennis Bosse

8

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
Korrektur des thermo-elastischen Maschinenfehlers von Fräsmaschinen mithilfe von künstlichen neuronalen Netzen und maschineninternen Daten; 1. Auflage
2025 dissertation Engineering Advanced Measurement and Metrology Techniques Open access

Mathias Dehn

0

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
Coupling of Two Hyperbolic Systems by Solving Half-Riemann Problems
2021 Mathematics in industry book-chapter Engineering Computational Fluid Dynamics and Aerodynamics

Michaël Herty, Siegfried Müller, Aleksey Sikstel

0

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

Ehsan Darabi, Mikhail Itskov

27

citations
Virtual climatization of large precision workpieces in non-controlled environments : = Virtuelle Klimatisierung großer Präzisionsbauteile in unkontrollierten Umgebungen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Measurement and Metrology Techniques Open access

Dominik Emonts

0

citations
Learning deformable linear object dynamics from a single trajectory
2024 arXiv (Cornell University) preprint Engineering Dynamics and Control of Mechanical Systems Open access

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

0

citations
Microstructure-informed mechanics and fracture behavior of open-porous materials
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Composite Material Mechanics Open access

Rajesh Chandrasekaran

1

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