KISS Annual Meeting

Session

A: Fast surrogates

12 Mar 2025, 09:00

537 (Schellingstraße 4, 80799 München)

Conveners

A: Fast surrogates

• Frank Gaede (FTX (FTX Fachgruppe SFT))
• Frank Siegert
• Marcus Marcus Brüggen (UHH)

A: Fast surrogates

• There are no conveners in this block

9. Matrix element surrogates for realistic LHC event generation setups

Tim Herrmann (TU Dresden)

12/03/2025, 09:00

10. Accuracy and uncertainty control for ML-Amplitudes

Nina Elmer

12/03/2025, 09:30

11. CaloClouds 3 model for fast EM shower simulation and flow optimisation

Henry Day-Hall (FTX (FTX Fachgruppe SFT))

12/03/2025, 10:00

12. Fast hadronic shower generation with diffusion and flow models

Thorsten Lars Henrik Buss (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

12/03/2025, 11:00

13. PXD background generation using generative models

Fabio Novissimo (BELLE (BELLE II Experiment))

12/03/2025, 11:30

16. HEIDi: Heavy-ion Events through Intelligent Diffusion

Manjunath Omana Kuttan (FIAS)

12/03/2025, 12:00

15. Learning Optimal and Interpretable Summary Statistics of Galaxy Catalogs with SBI

Kai Lehmann (LMU)

12/03/2025, 14:00

3. Transfer Learning for Smart Background Simulation at Belle II

David Giesegh (BELLE (BELLE II Experiment))

12/03/2025, 14:30

17. A benchmark suite for samples

Salvatore La Cagnina (TU Dortmund)

12/03/2025, 15:00