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 Conference Presentation  ;  ;  ;  ;  ;  ;  ;
CaloClouds 3 - Fast photon showers
KISS annual meeting, MunichMunich, Germany, 12 Mar 2025 - 13 Mar 20252025-03-122025-03-13  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;  ;  ;  ;  ;
CaloClouds3: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
[10.3204/PUBDB-2025-04623]  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 Preprint  ;  ;  ;  ;  ;  ;
CaloHadronic : a diffusion model for the generation of hadronic showers
[10.3204/PUBDB-2025-01935]  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 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 Journal Article  ;  ;  ;  ;  ;  ;  ;  ;  ;
Deep-learning-based radiointerferometric imaging with GAN-aided training
Astronomy and astrophysics 677, A167 () [10.1051/0004-6361/202347073]  GO OpenAccess  Download fulltext Files 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

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


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



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