527210
Lehrstuhl für Datenwissenschaft und Informatik in der Materialwissenschaft (FZ Jülich)| ID | I:(DE-82)527210_20201120 |
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Journal Article
Delineating the interplay effects of microstructure topology and residual stresses in ultrafast laser irradiated thin films
Journal of materials research and technology : jmr&t 43, 6053-6063 (2026) [10.1016/j.jmrt.2026.07.122]
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Dissertation / PhD Thesis
Data-driven methods for accelerating microstructure-property analysis in metallic materials
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-04349] = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2026
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Dissertation / PhD Thesis
A multitask latent space learning framework for modeling and inversion of structure–property relationships
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-03271] = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2026
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Dissertation / PhD Thesis
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-08373] = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2025
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Journal Article/Contribution to a book
Modeling dislocation dynamics data using semantic web technologies
Neural computing & applications 37(18), 11737-11753 (2025) [10.1007/s00521-024-10674-5] special issue: "Special Issue on Innovations in AI-based Systems and Software / Edited by: Bongjae Kim and Sung Shin"
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Journal Article
Capturing thin-film microstructure contributions during ultrafast laser-metal interactions using atomistic simulations
Materials and design 256, 114224 (2025) [10.1016/j.matdes.2025.114224]
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Journal Article
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers
Materials characterization 229(Part B), 115645 (2025) [10.1016/j.matchar.2025.115645]
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Journal Article
Revealing nanoscale plasticity of metallic nanosponges with correlative and scale-bridging 3D microscopy and modelling
Communications materials 6, 204 (2025) [10.1038/s43246-025-00914-z]
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Conference Presentation
Promoting Change Towards more Data Literacy in Research
E-Science-Tage, HeidelbergHeidelberg, Germany, 12 Mar 2025 - 14 Mar 2025
7 Folien (2025) [10.5281/zenodo.15096218]
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Dissertation / PhD Thesis
Enabling the digital transformation in materials science and engineering: leveraging ontologies for knowledge representation, provenance, and text mining
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-07969] = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2025
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All known publications ...
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