KISS Annual Meeting

Contribution List

9. Matrix element surrogates for realistic LHC event generation setups

Tim Herrmann (TU Dresden)

12/03/2025, 09:00

A: Fast surrogates

10. Accuracy and uncertainty control for ML-Amplitudes

Nina Elmer

12/03/2025, 09:30

A: Fast surrogates

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

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

12/03/2025, 10:00

A: Fast surrogates

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

A: Fast surrogates

13. PXD background generation using generative models

Fabio Novissimo (BELLE (BELLE II Experiment))

12/03/2025, 11:30

A: Fast surrogates

16. HEIDi: Heavy-ion Events through Intelligent Diffusion

Manjunath Omana Kuttan (FIAS)

12/03/2025, 12:00

A: Fast surrogates

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

Kai Lehmann (LMU)

12/03/2025, 14:00

A: Fast surrogates

3. Transfer Learning for Smart Background Simulation at Belle II

David Giesegh (BELLE (BELLE II Experiment))

12/03/2025, 14:30

A: Fast surrogates

17. A benchmark suite for samples

Salvatore La Cagnina (TU Dortmund)

12/03/2025, 15:00

A: Fast surrogates

4. MadNIS

Theo Heimel (Heidelberg University)

12/03/2025, 16:00

B: Intelligent Sampling

5. Sampling NNLO QCD with Normalizing Flows

Timo Janßen (University of Göttingen)

12/03/2025, 16:30

B: Intelligent Sampling

7. Efficient profile likelihoods using neural importance sampling

Nikita Schmal

12/03/2025, 17:00

B: Intelligent Sampling

1. PI Meeting

12/03/2025, 17:30

2. Self-paid dinner at Georgenhof

12/03/2025, 19:00

8. Discussion

13/03/2025, 09:30

B: Intelligent Sampling

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