http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Siebenmorgen, T. ; Menezes, F. ; Benassou, S.FZJ* ; Merdivan, E. ; Didi, K. ; Mourão, A. S. D. ; Kitel, R. ; Liò, P. ; Kesselheim, S.FZJ* ; Piraud, M. ; Theis, F. J. ; Sattler, M. ; Popowicz, G. M. (Corresponding author)
MISATO: machine learning dataset of protein–ligand complexes for structure-based drug discovery
Nature computational science 4(5), 367 - 378 (2024) [10.1038/s43588-024-00627-2]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pargmann, M. (Corresponding author) ; Ebert, J.FZJ* ; Götz, M. ; Maldonado Quinto, D. ; Pitz-Paal, R. ; Kesselheim, S.FZJ*
Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing
Nature Communications 15(1), 6997 (2024) [10.1038/s41467-024-51019-z]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Muzakka, K. F. (Corresponding author)FZJ* ; Möller, S.FZJ* ; Kesselheim, S.FZJ* ; Ebert, J.FZJ* ; Bazarova, A.FZJ* ; Hoffmann, H. ; Starke, S. ; Finsterbusch, M.FZJ*
Analysis of Rutherford backscattering spectra with CNN-GRU mixture density network
Scientific reports 14(1), 16983 (2024) [10.1038/s41598-024-67629-y]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Pargmann, M. ; Ebert, J.FZJ* ; Kesselheim, S.FZJ* ; Maldonado Quinto, D. ; Pitz-Paal, R.
In Situ Enhancement of Heliostat Calibration Using Differentiable Ray Tracing and Artificial Intelligence
202328th International Conference on Concentrating Solar Power and Chemical Energy Systemsf CSP and Hybridized Systems, SolarPACES 2022, AlbuquerqueAlbuquerque, USA, 27 Sep 2022 - 30 Sep 20222022-09-272022-09-30 1, 10 p. (2023) [10.52825/solarpaces.v1i.642]2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schlaich, A. ; Tyagi, S. ; Kesselheim, S.FZJ* ; Sega, M.FZJ* ; Holm, C. (Corresponding author)
Renormalized charge and dielectric effects in colloidal interactions: a numerical solution of the nonlinear Poisson–Boltzmann equation for unknown boundary conditions
The European physical journal / E 46(9), 80 (2023) [10.1140/epje/s10189-023-00334-2]2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Piraud, M. ; Camero, A. ; Götz, M. ; Kesselheim, S.FZJ* ; Steinbach, P. (Corresponding author) ; Weigel, T.
Providing AI expertise as an infrastructure in academia
Patterns 4(8), 100819 (2023) [10.1016/j.patter.2023.100819]2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Pargmann, M. (Corresponding author) ; Quinto, D. M. ; Kesselheim, S.FZJ* ; Ebert, J.FZJ* ; Pitz-Paal, R.
Towards a neural network based flux density prediction – Using generative models to enhance CSP raytracing
2023THE INTERNATIONAL CONFERENCE ON BATTERY FOR RENEWABLE ENERGY AND ELECTRIC VEHICLES (ICB-REV) 2022, South TangerangSouth Tangerang, Indonesia, 27 Sep 2021 - 1 Oct 20212021-09-272021-10-01 AIP Publishing 030015-1–030015-12 (2023) [10.1063/5.0148765] special issue: "SolarPACES: Solar Power & Chemical Energy Systems"2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ebert, J.FZJ* ; Doncevic, D. T.FZJ* ; Kloß, R.FZJ* ; Kesselheim, S. (Corresponding author)FZJ*
Hearts Gym: Learning Reinforcement Learning as a Team Event
2023Third Teaching Machine Learning and Artificial Intelligence Workshop at ECML, GrenobleGrenoble, France, 19 Sep 2022 - 23 Sep 20222022-09-192022-09-23 PMLR 207, : 3rd ed., 16-21 (2023) [10.34734/FZJ-2024-00243]2023   Fulltext OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Taubert, O. ; von der Lehr, F. ; Bazarova, A.FZJ* ; Faber, C.FZJ* ; Knechtges, P. ; Weiel, M. ; Debus, C. ; Coquelin, D. ; Basermann, A. ; Streit, A. ; Kesselheim, S.FZJ* ; Götz, M. ; Schug, A. (Corresponding author)FZJ*
RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 (2023) [10.1038/s42003-023-05244-9]2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Becker, M. ; Lehmkuhl, S. ; Kesselheim, S.FZJ* ; Korvink, J. G. (Corresponding author) ; Jouda, M. (Corresponding author)
Acquisitions with random shim values enhance AI-driven NMR shimming
Journal of magnetic resonance 345, 107323 - (2022) [10.1016/j.jmr.2022.107323]2022   Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Effenberger, F. (Corresponding author) ; Vasile, R. ; Cherti, M.FZJ* ; Kesselheim, S.FZJ* ; Jitsev, J.FZJ*
Generative Adversarial Deep Learning with Solar Images
2021AGU Fall Meeting, AGU, New OrleansNew Orleans, USA, 13 Dec 2021 - 17 Dec 20212021-12-132021-12-17 1 pp. (2021)2021 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 Kesselheim, S. (Corresponding author)FZJ* ; Herten, A.FZJ* ; Krajsek, K.FZJ* ; Ebert, J.FZJ* ; Jitsev, J.FZJ* ; Cherti, M.FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Mozaffari, A.FZJ* ; Cavallaro, G.FZJ* ; Sedona, R.FZJ* ; Schug, A.FZJ* ; Strube, A.FZJ* ; Kamath, R.FZJ* ; Schultz, M. G.FZJ* ; Riedel, M.FZJ* ; Lippert, T.FZJ*
JUWELS Booster – A Supercomputer for Large-Scale AI Research
2021High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02 Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]2021   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS