05D23GU4

Verbundprojekt 05D2022 - KISS: Künstliche Intelligenz zur schnellen Simulation von wissenschaftlichen Daten. Teilprojekt 1.

Funding bodyBundesministerium für Bildung und Forschung ; Projektträger DESY
 BMBF ; PT.DESY
IdentifierG:(DE-Ds200)BMBF-05D23GU4

 

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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. () [10.3204/PUBDB-2024-01825] = Dissertation, Universität Hamburg, 2024  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
CaloClouds II: ultra-fast geometry-independent highly-granular calorimeter simulation
Journal of Instrumentation 19(04), P04020 () [10.1088/1748-0221/19/04/P04020]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;  ;  ;  ;  ;  ;
Generating Accurate Showers in Highly Granular Calorimeters Using Normalizing Flows
DPG Frühjahrstagung, DresdenDresden, Germany, 20 Mar 2023 - 24 Mar 20232023-03-202023-03-24  GO  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-11-062023-11-10  GO  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-05-082023-05-12  GO  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation  ;  ;  ;  ;  ;  ;  ;  ;
CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation
CaloChallenge Workshop , Villa MondragoneVilla Mondragone, Italy, 30 May 2023 - 31 May 20232023-05-302023-05-31  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-10-092023-10-11  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-03-202023-03-24  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;  ;
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
[10.3204/PUBDB-2023-05463]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 


 Record created 2023-04-02, last modified 2023-04-02



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