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79 lines (78 loc) · 2.69 KB
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: >-
ARTIST - AI-enhanced differentiable Ray Tracer for
Irradiation Prediction in Solar Tower Digital Twins
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Max
family-names: Pargmann
email: max.pargmann@dlr.de
affiliation: German Aerospace Center (DLR)
orcid: 'https://orcid.org/0000-0002-4705-6285'
- given-names: Marlene
family-names: Busch
email: marlene.busch@dlr.de
affiliation: German Aerospace Center (DLR)
orcid: 'https://orcid.org/0009-0008-5730-7528'
- given-names: Kaleb
family-names: Phipps
email: kaleb.phipps@kit.edu
affiliation: Karlsruhe Institute of Technology (KIT)
orcid: 'https://orcid.org/0000-0002-9197-1739'
- given-names: Mathias
family-names: Kuhl
email: mathias.kuhl@dlr.de
affiliation: German Aerospace Center (DLR)
orcid: 'https://orcid.org/0000-0003-0097-7260'
- given-names: Marie
family-names: Weiel
email: marie.weiel@kit.edu
affiliation: Karlsruhe Institute of Technology (KIT)
orcid: 'https://orcid.org/0000-0001-9648-4385'
- given-names: Felix
family-names: Göhring
email: felix.goehring@dlr.de
affiliation: German Aerospace Center (DLR)
- given-names: Daniel
family-names: Maldonado Quinto
email: daniel.maldonadoquinto@dlr.de
affiliation: German Aerospace Center (DLR)
- given-names: Robert
family-names: Pitz-Paal
orcid: 'https://orcid.org/0000-0002-3542-3391'
email: robert.pitz-paal@dlr.de
affiliation: German Aerospace Center (DLR)
- given-names: Moritz
family-names: Leibauer
email: moritz.leibauer@synhelion.com
affiliation: Synhelion Germany
- given-names: Markus
family-names: Götz
email: markus.goetz@kit.edu
affiliation: Karlsruhe Institute of Technology (KIT)
orcid: 'https://orcid.org/0000-0002-2233-1041'
repository-code: 'https://github.com/ARTIST-Association/ARTIST'
url: 'https://artist.readthedocs.io/en/latest/?badge=latest'
abstract: >-
The ARTIST package provides an implementation of a
differentiable ray tracer using the PyTorch
machine-learning framework in Python. Leveraging automatic
differentiation and GPU computation, it facilitates the
optimization of solar tower power plants by combining
gradient-based optimization methods with smooth parametric
descriptions of heliostats.
keywords:
- Solar Tower Power Plant
- Concentrated Solar Energy
- Differentiable Ray Tracing
- Digital Twin
- Heliostat Calibration
- Surface Reconstruction
- Python
license: MIT
version: 1.0.0