From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “microstructure reconstruction” 49

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
2026 Integrating materials and manufacturing innovation article Materials Science Solidification and crystal growth phenomena Open access

Angelos Theofilatos, Alexandre Viardin, László Sturz

1

citations
Reconstruction of Microstructural and Morphological Parameters for RVE Simulations with Machine Learning
2020 Procedia Manufacturing article Engineering Microstructure and Mechanical Properties of Steels Open access

Felix Pütz, Manuel Henrich, Markus Könemann, Sebastian Münstermann

14

citations
Linking three-dimensional microstructure and nanoindentation hardness using machine learning
2026 Communications Materials article Materials Science Machine Learning in Materials Science Open access

R. Chen, Steffen Brinckmann, Weiguang Yang, Ruth Schwaiger

0

citations
Reaction-Induced Porosity During Fluid-Mineral Interaction: From 4D Synchrotron Imaging to AI-Driven Permeability Reconstruction
2026 conference-abstract Environmental Science CO2 Sequestration and Geologic Interactions Open access

Oliver Plümper, Hamed Amiri, Florian Fußeis

0

citations
Efficient reconstruction of prior austenite grains in steel from etched light optical micrographs using deep learning and annotations from correlative microscopy
2022 Frontiers in Materials article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

Björn-Ivo Bachmann, Martin Johannes Müller, Dominik Britz, Ali Riza Durmaz, Marc Ackermann, Oleg Shchyglo, +2 more

21

citations
Cohesive phase-field chemo-mechanical simulations of inter- and trans- granular fractures in polycrystalline NMC cathodes via image-based 3D reconstruction
2024 Journal of Power Sources article Engineering Numerical methods in engineering Open access

Wanxin Chen, Jeffery M. Allen, Shahed Rezaei, Orkun Furat, Volker Schmidt, Avtar Singh, +3 more

41

citations
Validation of crystal plasticity fatigue crack nucleation predictions in ferritic steel using a reconstructed 3D microstructure
2026 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

Zenghan Jia, Petra Sonnweber–Ribic, Stefan Hinderberger, Alexander Dyck, Christian Häffner, Ali Riza Durmaz, +1 more

0

citations
Ultrasonic weld strength and weld microstructure characteristics in multi-strand aluminum cables (EN AW-1370) – Effect of process parameters
2020 Journal of Manufacturing Processes article Engineering Advanced Welding Techniques Analysis

Shimaalsadat Mostafavi, Bernd A. Markert

28

citations
DRAGen – A deep learning supported RVE generator framework for complex microstructure models
2023 Heliyon article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access cited by 1 patent

Manuel Henrich, Niklas C. Fehlemann, Maximilian Neite, Linghao Kong, Fuhui Shen, Markus Könemann, +2 more

32

citations
Characterisation of multi-scale deformation in NEGIS from microstructure analysis of the EastGRIP ice core
2023 conference-abstract Earth and Planetary Sciences Cryospheric studies and observations Open access

Johanna Kerch, Kyra Streng, Nicolas Stoll, Jan Eichler, Julien Westhoff, Daniela Jansen, +2 more

0

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
Modeling the Polarization-Dependent Microstructure-Resolved Distribution of Oxygen Chemical Potential in Ceria-Based Electrolysis Cells
2025 ECS Meeting Abstracts conference-abstract Materials Science Advancements in Solid Oxide Fuel Cells

Iurii Kogut, Christian Lenser, Denise Ramler, Stefan Kucharski, Luzie Wehner, E. Wessel, +2 more

0

citations
Extracting ductile cast iron microstructure parameters from fracture surfaces: A deep learning based instance segmentation approach
2024 Engineering Fracture Mechanics article Engineering Metallurgy and Material Forming Open access

Johannes Tlatlik, Carla Beckmann, Benedikt Rohrmüller, Sebastian Münstermann

10

citations
A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen
2020 Materials article Engineering Composite Material Mechanics Open access

Manuel Henrich, Felix Pütz, Sebastian Münstermann

30

citations
Morphological simplification of asphaltic mixture components for micromechanical simulation using finite element method
2021 Computer-Aided Civil and Infrastructure Engineering article Engineering Asphalt Pavement Performance Evaluation Open access

Can Jin, Wuxing Zhang, Pengfei Liu, Xu Yang, Markus Oeser

20

citations
Computational design of biopolymer aerogels and predictive modelling of their nanostructure and mechanical behaviour
2021 Scientific Reports article Chemistry Aerogels and thermal insulation Open access

Rajesh Chandrasekaran, Markus Hillgärtner, Kathirvel Ganesan, Barbara Milow, Mikhail Itskov, Ameya Rege

38

citations
Failure mode transition in brittle Boudinage: effects of cohesion, mean stress and layer thickness in discrete element models and field examples
2025 conference-abstract Engineering Tunneling and Rock Mechanics Open access

Christoph von Hagke, Steffen Abe, Simon Virgo, Janos Lajos Urai

0

citations
Microstructural parameters governing the mechanical stress and conductivity of all-solid-state lithium-ion-battery cathodes
2023 Journal of Energy Storage article Engineering Advancements in Battery Materials

Fadi Al‐Jaljouli, Robert Mücke, Payam Kaghazchi, Yoo Jung Sohn, Martin Finsterbusch, Dina Fattakhova‐Rohlfing, +1 more

7

citations
Computational Modelling of Nanoporous Materials
2023 PAMM article Engineering Cellular and Composite Structures Open access

Rajesh Chandrasekaran, Markus Hillgärtner, Mikhail Itskov, Ameya Rege

2

citations
Microstructural details of spindle-like lithium titanium phosphate revealed in three dimensions
2021 RSC Advances article Engineering Advancements in Battery Materials Open access

Qian Zhang, Roland Schierholz, Krzysztof Dzięcioł, Shicheng Yu, Hermann Tempel, Hans Kungl, +1 more

2

citations
Validation of a Crystal Plasticity Fatigue Model for Ferritic Steel Using a micromechanical digital Twin
2026 SSRN Electronic Journal preprint Engineering Fatigue and fracture mechanics Open access

Zenghan Jia, Petra Sonnweber–Ribic, Stefan Hinderberger, Alexander Dyck, Christian Häffner, Ali Riza Durmaz, +1 more

0

citations
Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data
2021 Informatik aktuell book-chapter Medicine Advanced Neuroimaging Techniques and Applications

Leon Weninger, Maxim Drobjazko, Chuh-Hyoun Na, Kerstin Jütten, Dorit Merhof

1

citations
Characterization and Evaluation of Different Asphalt Properties Using Microstructural Analysis
2021 Lecture notes in applied and computational mechanics book-chapter Engineering Asphalt Pavement Performance Evaluation

Pengfei Liu, Tim Teutsch, Jing Hu, Stefan Alber, Dawei Wang, Gustavo Canon Falla, +2 more

0

citations
Data-mining of in-situ TEM experiments: Towards understanding nanoscale fracture
2022 Computational Materials Science article Materials Science Microstructure and mechanical properties Open access

Dominik Steinberger, Inas Issa, Rachel Strobl, Peter Julian Imrich, Daniel Kiener, Stefan Sandfeld

10

citations
Faster Acquisition and Improved Image Quality of T2-Weighted Dixon Breast MRI at 3T Using Deep Learning: A Prospective Study
2025 Korean Journal of Radiology article Medicine Advanced MRI Techniques and Applications Open access

Caroline Wilpert, Alexander Rau, Maximilian Frederik Russe, Benedict Oerther, Ralph Strecker, M. Nickel, +8 more

5

citations