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054300

⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a book Taghikhani, K. (Corresponding author)RWTH* ; Yamazaki, Y. ; Paul Varghese, J. ; Apel, M. ; Najian Asl, R. ; Rezaei, S. (Corresponding author)
Neural-Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning
International journal for numerical methods in engineering 127(14), e70380 (2026) [10.1002/nme.70380] special issue: "Physics-Based Machine Learning for Computational Mechanics: Current Trends and Open Problems"2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Theofilatos, A. (Corresponding author) ; Viardin, A. ; Sturz, L.
Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
Integrating materials and manufacturing innovation 15(2), 443-464 (2026) [10.1007/s40192-026-00462-5]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings Khatami, S.RWTH* ; Mayer, J. (Corresponding author)RWTH* ; Aretz, A.RWTH* ; Zhou, B. ; Apel, M.
Brazing of Sn78Cu22 on aluminum substrates observed via in-situ experiments in a large-chamber SEM
20264. International Conference on Advanced Joining Processes, AJP 2025, CoimbraCoimbra, Portugal, 16 Oct 2025 - 17 Oct 20252025-10-162025-10-17 Discover mechanical engineering 5(1), 39 (2026) [10.1007/s44245-026-00209-8] special issue: "Selected Papers from the AJP 2025 Conference / Editors: Lucas F. M. da Silva"2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rezaei, S. (Corresponding author)RWTH* ; Taghikhani, K.RWTH* ; Viardin, A.RWTH* ; Asl, R. N.RWTH* ; Rajaei Harandi, A.RWTH* ; Jagtap, N. V.RWTH* ; Bailly, D. B.RWTH* ; Naber, H.RWTH* ; Gramlich, A. R. M.RWTH* ; Brepols, T.RWTH* ; Abouridouane, M.RWTH* ; Krupp, U.RWTH* ; Bergs, T.RWTH* ; Apel, M.RWTH*
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning
npj computational materials 11, 262 (2025) [10.1038/s41524-025-01718-y]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bobzin, K.RWTH* ; Heinemann, H.RWTH* ; Erck, M.RWTH* ; Stryzhyboroda, O. M. ; Vinke, S. (Corresponding author)RWTH* ; Aydin, Y. B.RWTH*
Optimierung einer neuentwickelten Fe-basierten Lotfolie zum Fügen von rostfreiem Stahl
Schweissen und Schneiden 77(6), 42-49 (2025) [10.53192/SUS20250842]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Zimmermann, G. (Corresponding author)RWTH* ; Theofilatos, A.RWTH* ; Steinbach, S. ; Viardin, A.RWTH* ; Sturz, L.RWTH* ; Kargl, F.RWTH*
The Influence of Convection and Iron Content on the Solidification Microstructure of Technical Aluminum Alloys
JOM : a publication of the Minerals, Metals & Materials Society (TMS) 77(8), 6050-6060 (2025) [10.1007/s11837-025-07361-8]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Laschet, G. (Corresponding author) ; Alms, J. P.RWTH* ; Müller, M.RWTH* ; Apel, M. ; Hopmann, C.RWTH*
Crystallization degree dependent effective thermo-elastic and thermal properties of an injection molded polypropylene component. Part 1: Multiscale simulation scheme and effective lamella properties
Polymer : the international journal for the science and technology of polymers 320, 128051 (2025) [10.1016/j.polymer.2025.128051]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rezaei, S. (Corresponding author) ; Asl, R. N. ; Faroughi, S. ; Asgharzadeh, M. ; Rajaei Harandi, A.RWTH* ; Koopas, R. N. ; Laschet, G. ; Reese, S.RWTH* ; Apel, M.
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations
International journal for numerical methods in engineering 126(1), e7637 (2024) [10.1002/nme.7637]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Yamazaki, Y. (Corresponding author) ; Rajaei Harandi, A.RWTH* ; Muramatsu, M. ; Viardin, A. ; Apel, M. ; Brepols, T.RWTH* ; Reese, S.RWTH* ; Rezaei, S. (Corresponding author)
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains
Engineering with computers 41(1), 1-29 (2024) [10.1007/s00366-024-02033-8]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Rajaei Harandi, A. (Corresponding author)RWTH* ; Danesh, H.RWTH* ; Linka, K.RWTH* ; Reese, S.RWTH* ; Rezaei, S.
A Spectral-based Physics-informed Finite Operator Learning for Prediction of Mechanical Behavior of Microstructures
35 Seiten (2024) [10.48550/arxiv.2410.19027]2024     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |