Book Chapters, Books, and PhD theses

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Zhang, C. ; Sandfeld, S. (Thesis advisor)FZJ* ; Mayer, J. (Thesis advisor)FZJ*
Data-driven methods for accelerating microstructure-property analysis in metallic materials
170 p (2026) [10.34734/FZJ-2026-03324]2026 = Dissertation, RWTH Aachen, 2026   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Iraki, T. (Corresponding author)FZJ* ; Sandfeld, S. (Supervisor)FZJ* ; Münstermann, S. (Supervisor)
A multitask latent space learning framework for modeling and inversion of structure–property relationships
RWTH Aachen University pages 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-03271]2026 = Dissertation, RWTH Aachen, 2026   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Govind, K. (Corresponding author) ; Sandfeld, S. (Supervisor)FZJ* ; Mayer, J. (Supervisor)FZJ*
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
RWTH Aachen University pages 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-08373]2025 = Dissertation, RWTH Aachen, 2026   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Ihsan, A. Z. (Corresponding author)FZJ* ; Sandfeld, S. (Supervisor)FZJ* ; Kerzel, U. B. (Supervisor)
Enabling the digital transformation in materials science and engineering: leveraging ontologies for knowledge representation, provenance, and text mining
RWTH Aachen University pages 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-07969]2025 = Dissertation, RWTH Aachen, 2025 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Ruzaeva, K.FZJ* ; Weber, D.FZJ* ; Werner, J. ; Sandfeld, S. (Corresponding author)FZJ*
Unsupervised Machine Learning-based STEM diffraction pattern denoising for enhanced grain visualization in phase change materials
2024The 17th European Microscopy Congress 2024, CopenhagenCopenhagen, Denmark, 25 Aug 2024 - 30 Aug 20242024-08-252024-08-30 Les Ulis : EDP Sciences, BIO Web of Conferences 129, 10022 - (2024) [10.1051/bioconf/202412910022]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Kazimi, B.FZJ* ; Sandfeld, S. (Corresponding author)FZJ*
Comparative Analysis of Self-Supervised Learning Techniques for Electron Microscopy Images
2024The 17th European Microscopy Congress 2024, CopenhagenCopenhagen, Denmark, 25 Aug 2024 - 30 Aug 20242024-08-252024-08-30 Les Ulis : EDP Sciences, BIO Web of Conferences 129, 10037 - (2024) [10.1051/bioconf/202412910037]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Bröder, J. ; Preuss, G. ; D'Mello, F.FZJ* ; Fathalla, S.FZJ* ; Hofmann, V. (Corresponding author)FZJ* ; Sandfeld, S.FZJ*
The Helmholtz Knowledge Graph: driving the Transition towards a FAIR Data Ecosystem in the Helmholtz Association
2024The Semantic Web: ESWC 2024 Satellite Events, HersonissosHersonissos, Greece, 26 May 2024 - 30 May 20242024-05-262024-05-30 1-5 (2024) [10.1007/978-3-031-78952-6_23]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Kazimi, B.FZJ* ; Ruzaeva, K.FZJ* ; Sandfeld, S. (Corresponding author)FZJ*
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy
20242024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), SeattleSeattle, WA, 17 Jun 2024 - 18 Jun 20242024-06-172024-06-18 IEEE 71-81 (2024) [10.1109/CVPRW63382.2024.00012]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Fathalla, S. (Corresponding author)FZJ* ; Günther, G. ; Steinmeier, L. ; Lemster, C. ; Kottmeier, D. ; Sivapatham, L. ; Buttigieg, P. L. ; Hofmann, V. (Corresponding author)FZJ* ; Sandfeld, S.FZJ*
The Helmholtz Digitization Ontology: RepresentingDigital Assets in the Helmholtz Digital Ecosystem
2024Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 20th International Conference on Semantic Systems co-located with 20th International Conference on Semantic Systems (SEMANTiCS 2024)
SEMANTiCS-PDWT 2024, AmsterdamAmsterdam, The Netherlands, 17 Sep 2024 - 19 Sep 20242024-09-172024-09-19 3759, 11 pp. (2024) [10.34734/FZJ-2024-06232]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ihsan, A. Z.FZJ* ; Fathalla, S.FZJ* ; Sandfeld, S. (Corresponding author)FZJ*
DISO: A Domain Ontology for Modeling Dislocations in Crystalline Materials
2023SAC '23: 38th ACM/SIGAPP Symposium on Applied Computing, TallinnTallinn, Estonia, 27 Mar 2023 - 31 Mar 20232023-03-272023-03-31 ACM New York, NY, USA 1746 - 1753 (2023) [10.1145/3555776.3578739]2023   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ruzaeva, K.FZJ* ; Govind, K.FZJ* ; Legros, M. ; Sandfeld, S. (Corresponding author)FZJ*
Instance Segmentation of Dislocations in TEM Images
20232023 IEEE 23rd International Conference on Nanotechnology (NANO), Jeju CityJeju City, Korea, 2 Jul 2023 - 5 Jul 20232023-07-022023-07-05 IEEE 1-6 (2023) [10.1109/NANO58406.2023.10231169]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book Brenner, S. C. (Editor) ; Chung, E. (Editor) ; Klawonn, A. (Editor) ; Kwok, F. (Editor) ; Xu, J. (Editor) ; Zou, J. (Editor) ; Köhler, S. (Corresponding author) ; Rheinbach, O. ; Sandfeld, S.FZJ*
Micromechanics Simulations Coupling the deal.II Software Library With a Parallel FETI-DP Solver
2022Domain Decomposition Methods in Science and Engineering XXVI / Brenner, Susanne C. (Editor) ; Cham : Springer International Publishing, 2022, Chapter 53 ; ISSN: 1439-7358=2197-7100 ; ISBN: 978-3-030-95024-8=978-3-030-95025-5 ; doi:10.1007/978-3-030-95025-5 Cham : Springer International Publishing, Lecture Notes in Computational Science and Engineering 145, 495 - 503 (2022) [10.1007/978-3-030-95025-5_53]2022   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book Wellmann, P. (Editor) ; Ohtani, N. (Editor) ; Rupp, R. (Editor) ; Nguyen, B. D. (Corresponding author)FZJ* ; Sandfeld, S. (Corresponding author)FZJ*
Novel Theoretical Approaches for Understanding and Predicting Dislocation Evolution and Propagation
2021Wide Bandgap Semiconductors for Power Electronics / Wellmann, Peter (Editor) ; : Wiley, 2021, ; ISBN: 9783527346714 ; doi:10.1002/9783527824724 Hoboken, USA : Wiley NA (2021) [10.1002/9783527824724.ch8]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book Biermann, H. (Editor) ; Aneziris, C. G. (Editor) ; Strobl, R.FZJ* ; Budnitzki, M.FZJ* ; Sandfeld, S. (Corresponding author)FZJ*
Properties of Phase Microstructures and Their Interaction with Dislocations in the Context of TRIP Steel Systems
2020Austenitic TRIP/TWIP Steels and Steel-Zirconia Composites / Biermann, Horst (Editor) ; Cham : Springer International Publishing, 2020, Chapter 23 ; ISSN: 0933-033X=2196-2812 ; ISBN: 978-3-030-42602-6=978-3-030-42603-3 ; doi:10.1007/978-3-030-42603-3 Cham : Springer International Publishing, Springer Series in Materials Science 298, 771 - 792 (2020) [10.1007/978-3-030-42603-3_23]2020   Fulltext BibTeX | EndNote: XML, Text | RIS