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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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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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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Conference Presentation (Other)
Diffusion models for ultra-fast simulation of highly granular calorimeters in HEP
The 9th annual meeting of Matter and Technologies, KITKarlsruhe, KIT, Germany, 9 Oct 2023 - 11 Oct 2023
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Conference Presentation (Other)
Generative Modeling with Diffusion Neural Networks for Fast Simulation of Electromagnetic Showers in the International Large Detector
86. Annual Meeting of DPG and DPG Spring Meeting of the Matter and Cosmos Section , SMuK, Dresden University of TechnologyDresden, Dresden University of Technology, Germany, 20 Mar 2023 - 24 Mar 2023
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Preprint
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
[10.3204/PUBDB-2023-05463]
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All known publications ...
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