05D23GU4
Verbundprojekt 05D2022 - KISS: Künstliche Intelligenz zur schnellen Simulation von wissenschaftlichen Daten. Teilprojekt 1.
| Funding body | Bundesministerium für Bildung und Forschung ; Projektträger DESY |
| BMBF ; PT.DESY | |
| Identifier | G:(DE-Ds200)BMBF-05D23GU4 |
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Conference Presentation
CaloClouds 3 - Fast photon showers
KISS annual meeting, MunichMunich, Germany, 12 Mar 2025 - 13 Mar 2025
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Preprint
CaloClouds3: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
[10.3204/PUBDB-2025-04623]
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Preprint
CaloHadronic : a diffusion model for the generation of hadronic showers
[10.3204/PUBDB-2025-01935]
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Book/Dissertation / PhD Thesis
Development and Performance of a Fast Simulation Tool for Showers in High Granularity Calorimeters based on Deep Generative Models
Hamburg : Verlag Deutsches Elektronen-Synchrotron DESY, DESY-THESIS 186 pp. (2024) [10.3204/PUBDB-2024-01825] = Dissertation, Universität Hamburg, 2024
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Journal Article
CaloClouds II: ultra-fast geometry-independent highly-granular calorimeter simulation
Journal of Instrumentation 19(04), P04020 (2024) [10.1088/1748-0221/19/04/P04020]
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Journal Article
Deep-learning-based radiointerferometric imaging with GAN-aided training
Astronomy and astrophysics 677, A167 (2023) [10.1051/0004-6361/202347073]
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Conference Presentation (After Call)
Generating Accurate Showers in Highly Granular Calorimeters Using Normalizing Flows
DPG Frühjahrstagung, DresdenDresden, Germany, 20 Mar 2023 - 24 Mar 2023
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Conference Presentation (After Call)
Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows
Machine learning for jets, ML4Jets, DESYHamburg, DESY, Germany, 6 Nov 2023 - 10 Nov 2023
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Conference Presentation (After Call)
Generating Accurate Showers in Highly Granular Calorimeters Using Normalizing Flows
26th International Conference on Computing in High Energy & Nuclear Physics, CHEP2023, Universitaet HamburgNorfolk, Universitaet Hamburg, USA, 8 May 2023 - 12 May 2023
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Conference Presentation
CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation
CaloChallenge Workshop , Villa MondragoneVilla Mondragone, Italy, 30 May 2023 - 31 May 2023
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All known publications ...
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