Multimodal Data‐Driven Microstructure Characterization Q Zhang, S Benito, Ö Özgün, S Weber, M Stricker Advanced Engineering Materials, e202503154 , 2026 2026
Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing AS Tirunilai, Z Ayrildi, B Şen, M Rajkowski, M Redondo Garcia, M Stricker, ... Advanced Engineering Materials, e202503162 , 2026 2026 Citations: 1
Journal Research Data Policies in Materials Science L Hörmann, H Myneni, RKS Al-Hamd, K Batalović, S Bonfanti, F Grasselli, ... arXiv preprint arXiv:2603.19301 , 2026 2026
From Word2Vec to Transformers: Text-Derived Composition Embeddings for Filtering Combinatorial Electrocatalysts L Zhang, M Stricker arXiv preprint arXiv:2603.08881 , 2026 2026
Ontology-aligned structuring and reuse of multimodal materials data and workflows towards automatic reproduction SB Ravari, AA Guzman, S Menon, S Sandfeld, T Hickel, M Stricker arXiv preprint arXiv:2601.12582 , 2026 2026 Citations: 1
Field report from Collaborative Research Center 1625: Heterogeneous research data management using ontology representations D Mohamed, SG Vázquez, B Mardani, V Dudarev, A Ludwig, M Acosta, ... arXiv preprint arXiv:2601.09359 , 2026 2026
Ontology-aligned structuring and reuse of multimodal materials data and workflows towards automatic reproduction S Baghaee Ravari, A Azocar Guzman, S Menon, S Sandfeld, T Hickel, ... arXiv e-prints, arXiv: 2601.12582 , 2026 2026
Computationally accelerated experimental materials characterization M Stricker, L Banko, N Sarazin, N Siemer, J Janssen, L Zhang, ... 2025
Computationally accelerated experimental materials characterization—drawing inspiration from high-throughput simulation workflows M Stricker, L Banko, N Sarazin, N Siemer, J Janssen, L Zhang, ... NPJ Computational Materials 12 (1), 2 , 2025 2025 Citations: 9
Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts L Zhang, M Stricker Joint European Conference on Machine Learning and Knowledge Discovery in … , 2025 2025 Citations: 1
Control of ferroelectric domain wall dynamics by point defects: Insights from ab initio based simulations SH Teng, A Dimou, B Udofia, M Ghasemi, M Stricker, A Grünebohm Journal of Applied Physics 137 (15) , 2025 2025 Citations: 10
Control of ferroelectric domain wall dynamics by point defects SH Teng, A Dimou, B Udofia, M Ghasemi, M Stricker, A Grünebohm 2025
Dislocation cartography: Representations and unsupervised classification of dislocation networks with unique fingerprints B Udofia, T Jogi, M Stricker APL Machine Learning 3 (1) , 2025 2025
Electrocatalyst discovery through text mining and multi-objective optimization L Zhang, M Stricker arXiv preprint arXiv:2502.20860 , 2025 2025 Citations: 3
Composition-property extrapolation for compositionally complex solid solutions based on word embeddings L Zhang, L Banko, W Schuhmann, A Ludwig, M Stricker Digital Discovery 4 (6), 1578-1590 , 2025 2025 Citations: 3
Employing constrained nonnegative matrix factorization for microstructure segmentation A Chauniyal, P Thome, M Stricker Microscopy and Microanalysis 30 (4), 712-723 , 2024 2024 Citations: 3
A model for physical dislocation transmission through grain boundaries and its implementation in a discrete dislocation dynamics tool M Stricker, D Weygand Journal of Materials Science: Materials Theory 8 (1), 12 , 2024 2024 Citations: 4
Employing semi-supervised learning for high-resolution segmentation of crystal defects A Chauniyal, P Thome, M Stricker arXiv e-prints, arXiv: 2403.13673 , 2024 2024
Microscopic insights on field induced switching and domain wall motion in orthorhombic ferroelectrics R Khachaturyan, Y Yang, SH Teng, B Udofia, M Stricker, A Grünebohm Physical Review Materials 8 (2), 024403 , 2024 2024 Citations: 7
MatNexus: A comprehensive text mining and analysis suite for materials discovery L Zhang, M Stricker SoftwareX 26, 101654 , 2024 2024 Citations: 8
MOST CITED SCHOLAR PUBLICATIONS
DAMASK–The Düsseldorf Advanced Material Simulation Kit for modeling multi-physics crystal plasticity, thermal, and damage phenomena from the single crystal up to the component … F Roters, M Diehl, P Shanthraj, P Eisenlohr, C Reuber, SL Wong, T Maiti, ... Computational Materials Science 158, 420-478 , 2019 2019 Citations: 889
Dislocation multiplication mechanisms–Glissile junctions and their role on the plastic deformation at the microscale M Stricker, D Weygand Acta Materialia 99, 130-139 , 2015 2015 Citations: 88
Machine learning for metallurgy II. A neural-network potential for magnesium M Stricker, B Yin, E Mak, WA Curtin Physical Review Materials 4 (10), 103602 , 2020 2020 Citations: 80
Dislocation multiplication by cross-slip and glissile reaction in a dislocation based continuum formulation of crystal plasticity M Sudmanns, M Stricker, D Weygand, T Hochrainer, K Schulz Journal of the Mechanics and Physics of Solids 132, 103695 , 2019 2019 Citations: 79
Efficient implementation of atom-density representations F Musil, M Veit, A Goscinski, G Fraux, MJ Willatt, M Stricker, T Junge, ... The Journal of Chemical Physics 154 (11) , 2021 2021 Citations: 64
Nanoscale sliding friction phenomena at the interface of diamond-like carbon and tungsten P Stoyanov, PA Romero, R Merz, M Kopnarski, M Stricker, P Stemmer, ... Acta Materialia 67, 395-408 , 2014 2014 Citations: 64
Dislocation multiplication in stage II deformation of fcc multi-slip single crystals M Stricker, M Sudmanns, K Schulz, T Hochrainer, D Weygand Journal of the Mechanics and Physics of Solids 119, 319-333 , 2018 2018 Citations: 59
Comparison of K-doped and pure cold-rolled tungsten sheets: As-rolled condition and recrystallization behaviour after isochronal annealing at different temperatures P Lied, C Bonnekoh, W Pantleon, M Stricker, A Hoffmann, J Reiser International Journal of Refractory Metals and Hard Materials 85, 105047 , 2019 2019 Citations: 54
Equivalent plastic strain gradient plasticity with grain boundary hardening and comparison to discrete dislocation dynamics E Bayerschen, M Stricker, S Wulfinghoff, D Weygand, T Böhlke Proceedings of the Royal Society A: Mathematical, Physical and Engineering … , 2015 2015 Citations: 44
Irreversibility of dislocation motion under cyclic loading due to strain gradients M Stricker, D Weygand, P Gumbsch Scripta Materialia 129, 69-73 , 2017 2017 Citations: 24
Coherency loss marking the onset of degradation in high temperature creep of superalloys: phase-field simulation coupled to strain gradient crystal plasticity MA Ali, O Shchyglo, M Stricker, I Steinbach Computational Materials Science 220, 112069 , 2023 2023 Citations: 21
On slip transmission and grain boundary yielding M Stricker, J Gagel, S Schmitt, K Schulz, D Weygand, P Gumbsch Meccanica 51 (2), 271-278 , 2016 2016 Citations: 21
Prismatic slip in magnesium M Stricker, WA Curtin The Journal of Physical Chemistry C 124 (49), 27230-27240 , 2020 2020 Citations: 17
Control of ferroelectric domain wall dynamics by point defects: Insights from ab initio based simulations SH Teng, A Dimou, B Udofia, M Ghasemi, M Stricker, A Grünebohm Journal of Applied Physics 137 (15) , 2025 2025 Citations: 10
Computationally accelerated experimental materials characterization—drawing inspiration from high-throughput simulation workflows M Stricker, L Banko, N Sarazin, N Siemer, J Janssen, L Zhang, ... NPJ Computational Materials 12 (1), 2 , 2025 2025 Citations: 9
A mechanism-based homogenization of a dislocation source model for bending S Schmitt, M Stricker, P Gumbsch, K Schulz Acta Materialia 164, 663-672 , 2019 2019 Citations: 9
MatNexus: A comprehensive text mining and analysis suite for materials discovery L Zhang, M Stricker SoftwareX 26, 101654 , 2024 2024 Citations: 8
Microscopic insights on field induced switching and domain wall motion in orthorhombic ferroelectrics R Khachaturyan, Y Yang, SH Teng, B Udofia, M Stricker, A Grünebohm Physical Review Materials 8 (2), 024403 , 2024 2024 Citations: 7
Three-dimensional microstructure reconstruction for two-phase materials from three orthogonal surface maps GT Eshlaghi, G Egels, S Benito, M Stricker, S Weber, A Hartmaier Frontiers in Materials 10, 1220399 , 2023 2023 Citations: 7
Statistical analysis of discrete dislocation dynamics simulations: initial structures, cross-slip and microstructure evolution A Demirci, D Steinberger, M Stricker, N Merkert, D Weygand, S Sandfeld Modelling and Simulation in Materials Science and Engineering 31 (7), 075003 , 2023 2023 Citations: 6