Stefan Kesselheim's publications
Contribution to a conference proceedings
In Situ Enhancement of Heliostat Calibration Using Differentiable Ray Tracing and Artificial Intelligence
28th International Conference on Concentrating Solar Power and Chemical Energy Systemsf CSP and Hybridized Systems, SolarPACES 2022, AlbuquerqueAlbuquerque, USA, 27 Sep 2022 - 30 Sep 2022
1, 10 p. (2023) [10.52825/solarpaces.v1i.642]
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Journal Article
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]
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Journal Article
Providing AI expertise as an infrastructure in academia
Patterns 4(8), 100819 (2023) [10.1016/j.patter.2023.100819]
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Contribution to a conference proceedings
Towards a neural network based flux density prediction – Using generative models to enhance CSP raytracing
THE INTERNATIONAL CONFERENCE ON BATTERY FOR RENEWABLE ENERGY AND ELECTRIC VEHICLES (ICB-REV) 2022, South TangerangSouth Tangerang, Indonesia, 27 Sep 2021 - 1 Oct 2021
AIP Publishing 030015-1–030015-12 (2023) [10.1063/5.0148765] special issue: "SolarPACES: Solar Power & Chemical Energy Systems"
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Contribution to a conference proceedings
Hearts Gym: Learning Reinforcement Learning as a Team Event
Third Teaching Machine Learning and Artificial Intelligence Workshop at ECML, GrenobleGrenoble, France, 19 Sep 2022 - 23 Sep 2022
PMLR 207, : 3rd ed., 16-21 (2023) [10.34734/FZJ-2024-00243]
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Journal Article
RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 (2023) [10.1038/s42003-023-05244-9]
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Journal Article
Acquisitions with random shim values enhance AI-driven NMR shimming
Journal of magnetic resonance 345, 107323 - (2022) [10.1016/j.jmr.2022.107323]
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Contribution to a conference proceedings
Generative Adversarial Deep Learning with Solar Images
AGU Fall Meeting, AGU, New OrleansNew Orleans, USA, 13 Dec 2021 - 17 Dec 2021
1 pp. (2021)
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Contribution to a conference proceedings/Contribution to a book
JUWELS Booster – A Supercomputer for Large-Scale AI Research
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 2021
Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]
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