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Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a book Javaid, M. B.RWTH* ; Gervens, T. R.RWTH* ; Mitsos, A.RWTH* ; Grohe, M.RWTH* ; Rittig, J. G. (Corresponding author)RWTH*
Exploring data augmentation: Multi-task methods for molecular property prediction
Computers & chemical engineering 201, 109253 (2025) [10.1016/j.compchemeng.2025.109253] special issue: "Machine learning in chemical engineering : Special issue / Guest Editors: Professor Alexander Mitsos, Dr. Erik Esche, Professor Artur M. Schweidtmann"2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Subbiah Pillai, S. M.RWTH* ; Tempone, R. (Thesis advisor)RWTH* ; Ben Rached, N. (Thesis advisor) ; Jasra, A. (Thesis advisor)
Numerical methods for stochastic optimal control: applications in rare event estimation and wireless networks
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-05282]2025 = Dissertation, RWTH Aachen University, 2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book Rittig, J. G.RWTH* ; Mitsos, A. (Thesis advisor)RWTH* ; Grohe, M. (Thesis advisor)RWTH*
Graph machine learning for molecular property prediction and design
Aachen : RWTH Aachen University, Aachener Verfahrenstechnik series - AVT.SVT - Process systems engineering 35, 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-04861]2025 = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Ruzaeva, K.RWTH* ; Berkels, B. (Thesis advisor)RWTH* ; Berlage, T. L. (Thesis advisor)RWTH* ; Wiechert, W. (Thesis advisor)RWTH*
Geometry-aware image analysis for microfluidic live-cell experimentation
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-03601]2025 = Dissertation, RWTH Aachen University, 2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Menn, J. (Corresponding author)RWTH* ; Pelizzari, P. (Corresponding author) ; Fleps-Dezasse, M. (Corresponding author) ; Trimpe, J. S. (Corresponding author)RWTH*
Lipschitz Safe Bayesian Optimization for Automotive Control
2024CDC 2024 Milano / IEEE Control Systems Society
63. Conference on Decision and Control, CDC 2024, MilanMilan, Italy, 16 Dec 2024 - 19 Dec 20242024-12-162024-12-19 Piscataway, NJ : IEEE 3782-3788 (2024) [10.1109/CDC56724.2024.10886680]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Menn, J. (Corresponding author)RWTH* ; Pelizzari, P. (Corresponding author) ; Fleps-Dezasse, M. (Corresponding author) ; Trimpe, J. S. (Corresponding author)RWTH*
Lipschitz Safe Bayesian Optimization for Automotive Control
202563. Conference on Decision and Control, CDC 2024, MilanMilan, Italy, 16 Dec 2024 - 19 Dec 20242024-12-162024-12-19 8 Seiten (2025) [10.48550/ARXIV.2501.12969]2025     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Fiedler, C. M.RWTH* ; Menn, J.RWTH* ; Trimpe, J. S.RWTH*
Safety in safe Bayesian optimization and its ramifications for control
[10.48550/ARXIV.2501.13697]     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Saxena, A.RWTH* ; Raabe, D. (Thesis advisor)RWTH* ; Berkels, B. (Thesis advisor)RWTH* ; Gault, B. (Thesis advisor)
Machine learning workflows for automatic analysis of atom probe tomography data
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2024) [10.18154/RWTH-2025-01471]2024 = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster Fiedler, C. M.RWTH* ; Menn, J.RWTH* ; Trimpe, J. S.RWTH*
Safety in safe Bayesian optimization and its ramifications for control
2024Symposium on Systems Theory in Data and Optimization 2024, SysDO, StuttgartStuttgart, Germany, 30 Sep 2024 - 2 Oct 20242024-09-302024-10-02     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fiedler, C. M. (Corresponding author)RWTH* ; Menn, J. (Corresponding author)RWTH* ; Kreisköther, L. ; Trimpe, J. S. (Corresponding author)RWTH*
On Safety in Safe Bayesian Optimization
Transactions on machine learning research 2024(9), 1-28 (2024)2024     Fulltext BibTeX | EndNote: XML, Text | RIS

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