PAMM

201

Aachen authors

Patent citations

–

h-index (all)

Aachen papers per year

Papers 193

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
Quantized Compressed Sensing by Rectified Linear Units
2021 PAMM article Engineering Sparse and Compressive Sensing Techniques Open access

Hans Christian Jung, Johannes Maly, Lars Palzer, Alexander Stollenwerk

24

citations
On the energy dissipation in confined concrete subjected to shear cyclic loading
2023 PAMM article Engineering Structural Behavior of Reinforced Concrete Open access

Mario Aguilar, Abedulgader Baktheer, Rostislav Chudoba

17

citations
Challenges in two‐scale computational homogenization of mechanical metamaterials
2023 PAMM article Engineering Composite Material Mechanics Open access

Hooman Danesh, Tim Brepols, Stefanie Reese

13

citations
A two‐surface damage‐plasticity model based on a Drucker—Prager yield criterion
2023 PAMM article Materials Science Microstructure and mechanical properties Open access

Jian Zhang, Tim Brepols, Stefanie Reese

13

citations
Polyconvex inelastic constitutive artificial neural networks
2024 PAMM article Engineering Elasticity and Material Modeling Open access

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

11

citations
A Machine Learning Enabled Image‐data‐driven End‐to‐end Mechanical Field Predictor For Dual‐Phase Steel
2023 PAMM article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access

Binbin Lin, Setareh Medghalchi, Sandra Korte‐Kerzel, Bai‐Xiang Xu

10

citations
Machine learning based prediction of the corrosion behaviour of biodegradable magnesium alloys with PEO coatings
2023 PAMM article Materials Science Hydrogen embrittlement and corrosion behaviors in metals

Dawei Zhang, Songyun Ma, Bernd A. Markert

9

citations
Using numerical homogenization to determine the representative volume element size of paper
2023 PAMM article Engineering Material Properties and Processing Open access

Greta Kloppenburg, Hagen Holthusen, Caterina Czibula, Ulrich Hirn, Jaan‐Willem Simon

9

citations
Numerical simulation of miscible multiphase flow and fluid–fluid interaction in deformable porous media
2023 PAMM article Environmental Science CO2 Sequestration and Geologic Interactions Open access

Yousef Heider, Bernd A. Markert

9

citations
Machine learning enhanced optimisation of crash box design for crashworthiness analysis
2023 PAMM article Engineering Cellular and Composite Structures Open access

Aditya Borse, Rutwik Gulakala, Marcus Stoffel

8

citations
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 machine learning enhanced structural response prediction strategy due to seismic excitation
2021 PAMM article Earth and Planetary Sciences Seismic Imaging and Inversion Techniques Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

7

citations
Shape‐optimization of extrusion‐dies via parameterized physics‐informed neural networks
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Steffen Tillmann, Norbert Hosters, Stefanie Elgeti

7

citations
Inverse Design Based on Nonlinear Thermoelastic Material Models
2021 PAMM article Engineering Injection Molding Process and Properties Open access

Florian Zwicke, Tobias Hohlweck, Christian Hopmann, Stefanie Elgeti

7

citations
Two‐scale FE‐FFT‐based thermo‐mechanically coupled modeling of elasto‐viscoplastic polycrystalline materials at finite strains
2023 PAMM article Engineering Composite Material Mechanics Open access

Annika Schmidt, Christian Gierden, Johanna Waimann, Bob Svendsen, Stefanie Reese

7

citations
Hyperelastic material modelling using symbolic regression
2023 PAMM article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov

7

citations
Physically constrained deep recurrent neural network for stiffness computation of plate structures
2023 PAMM article Engineering Structural Health Monitoring Techniques Open access

Saurabh Balkrishna Tandale, Bernd A. Markert, Marcus Stoffel

6

citations
Numerical implementation of tension–compression asymmetry in a gradient‐extended two‐surface damage–plasticity model
2023 PAMM article Engineering Numerical methods in engineering Open access

Jian Zhang, Tim Brepols, Stefanie Reese

6

citations
A comparative study between phase‐field and micromorphic gradient‐extended damage models for brittle fracture
2023 PAMM article Engineering Numerical methods in engineering Open access

Ali Harandi, Majd Tabib, Baker Alatassi, Tim Brepols, Shahed Rezaei, Stefanie Reese

6

citations

Most active Aachen authors

Bernd A. Markert 15,245 citations overall
50 papers
Stefanie Reese 10,177 citations overall
38 papers
Franz Bamer 1,816 citations overall
21 papers
Marcus Stoffel 1,873 citations overall
18 papers
Sven Klinkel 2,981 citations overall
17 papers
Tim Brepols 1,246 citations overall
17 papers
Mikhail Itskov 4,595 citations overall
13 papers
Hagen Holthusen 577 citations overall
13 papers
Lisa Scheunemann 481 citations overall
11 papers
Johanna Waimann 239 citations overall
11 papers
Yousef Heider 1,819 citations overall
10 papers
Simon Klarmann 129 citations overall
8 papers
Christian Hopmann 4,696 citations overall
7 papers
Songyun Ma 1,104 citations overall
7 papers
Markus Hillgärtner 945 citations overall
7 papers