ARTIST - AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
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| Format: | Recurso digital |
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2025
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| _version_ | 1866902102705438720 |
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| author | Pargmann, Max Busch, Marlene Phipps, Kaleb Kuhl, Mathias Weiel, Marie Göhring, Felix Maldonado Quinto, Daniel Pitz-Paal, Robert Leibauer, Moritz Götz, Markus |
| author_facet | Pargmann, Max Busch, Marlene Phipps, Kaleb Kuhl, Mathias Weiel, Marie Göhring, Felix Maldonado Quinto, Daniel Pitz-Paal, Robert Leibauer, Moritz Götz, Markus |
| contents | 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. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17381222 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | ARTIST - AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins Pargmann, Max Busch, Marlene Phipps, Kaleb Kuhl, Mathias Weiel, Marie Göhring, Felix Maldonado Quinto, Daniel Pitz-Paal, Robert Leibauer, Moritz Götz, Markus Solar Tower Power Plant Concentrated Solar Energy Differentiable Ray Tracing Digital Twin Heliostat Calibration Surface Reconstruction Python 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. |
| title | ARTIST - AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins |
| topic | Solar Tower Power Plant Concentrated Solar Energy Differentiable Ray Tracing Digital Twin Heliostat Calibration Surface Reconstruction Python |
| url | https://doi.org/10.5281/zenodo.17381222 |