Aachen papers per year

Papers 194

Reduced order modeling of structural problems with damage and plasticity
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jannick Kehls, Steffen Kastian, Tim Brepols, Stefanie Reese

6

citations
Towards shape optimization of flow channels in profile extrusion dies using reinforcement learning
2023 PAMM article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Daniel Wolff, Clemens Fricke, Marco Kemmerling, Stefanie Elgeti

6

citations
Microstructure simulation using self‐consistent clustering analysis
2021 PAMM article Engineering Composite Material Mechanics Open access

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

5

citations
Generative learning‐based model for the prediction of 2D stress distribution
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

5

citations
Semi‐crystalline polymers at finite strains: A thermo‐coupled constitutive model for varying degrees of crystallinity and temperatures
2023 PAMM article Materials Science Polymer crystallization and properties Open access

Marie‐Christine Reuvers, Birte Boes, Sebastian Felder, Tim Brepols, Klara Loos, Michael Johlitz, +2 more

5

citations
Workflow concepts to model nonlinear mechanics with computational intelligence
2021 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Arnd Koeppe, Franz Bamer, Michael A. Selzer, Britta Nestler, Bernd A. Markert

5

citations
Thermomechanical phase‐field fracture modeling of fluid‐saturated porous media
2021 PAMM article Engineering Numerical methods in engineering Open access

Cam-Lai Nguyen, Abdel Hassan Sweidan, Yousef Heider, Bernd A. Markert

4

citations
A comparison of two neural network architectures for fast structural response prediction
2021 PAMM article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

4

citations
Macroscopic modelling of stress driven anisotropic growth in bioengineered tissues
2021 PAMM article Engineering Elasticity and Material Modeling Open access

Lukas Lamm, Hagen Holthusen, Stefan Jockenhövel, Stefanie Reese

4

citations
Bifurcation of fiber reinforced inflated membranes with different natural configurations of the constituents
2023 PAMM article Engineering Elasticity and Material Modeling Open access

Heiko Topol, Hasan Demirkoparan, Marcus Stoffel, Bernd A. Markert, J. Merodio

4

citations
Physics‐Based Spiking Neural Network as a Surrogate Model for Viscoplastic Material Law in Impulsively Loaded Beams
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vasileios Polydoras, Saurabh Balkrishna Tandale, Marcus Stoffel

4

citations
Introduction to the numerical flow iteration for the Vlasov–Poisson equation
2023 PAMM article Mathematics Gas Dynamics and Kinetic Theory Open access

Rostislav‐Paul Wilhelm, Matthias Kirchhart, Manuel Torrilhon

4

citations
Covariance Estimation under One‐bit Quantization
2021 PAMM article Engineering Sparse and Compressive Sensing Techniques Open access

Sjoerd Dirksen, Johannes Maly, Holger Rauhut

4

citations
Uncertainty quantification in coastal aquifers using the multilevel Monte Carlo method
2023 PAMM article Decision Sciences Probabilistic and Robust Engineering Design Open access

Alexander Litvinenko, Dmitry Logashenko, Raul F. Tempone, Ekaterina Vasilyeva, Gabriel Wittum

4

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
Deep learning‐based surrogate modeling of coronary in‐stent restenosis
2023 PAMM article Medicine Coronary Interventions and Diagnostics Open access

Jianye Shi, Kiran Manjunatha, Stefanie Reese

4

citations
Investigation of copper lattice structures using a Split Hopkinson Pressure Bar
2021 PAMM article Engineering Cellular and Composite Structures Open access

Sören Bieler, Sung Gyu Kang, Daniel Heußen, Rajaprakash Ramachandramoorthy, Gerhard Dehm, Kerstin Weinberg

4

citations
Neural Network Parameter Identification Based Constitutive Modeling of Superelastic Shape Memory Alloys
2021 PAMM article Materials Science Shape Memory Alloy Transformations Open access cited by 1 patent

Andreas Kaup, Niklas Lenzen, Okyay Altay

4

citations
In vitro degradation behaviour of biodegradable magnesium alloys
2023 PAMM article Materials Science Magnesium Alloys: Properties and Applications Open access

Julia Nachtsheim, Jaka Burja, Songyun Ma, Bernd A. Markert

4

citations
Data‐driven inverse design and optimisation of silica aerogel model networks
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Prakul Pandit, Rasul Abdusalamov, Mikhail Itskov, Barbara Milow, Ameya Rege

4

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
Christian Hopmann 4,696 citations overall
8 papers
Simon Klarmann 129 citations overall
8 papers
Songyun Ma 1,104 citations overall
7 papers
Markus Hillgärtner 945 citations overall
7 papers

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Aachen papers per year

Papers 194

Most active Aachen authors

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