COMETA WG2: Normalizing Flows in Particle Physics and Beyond
Thursday 28 Mar 2024, 10:00
→
12:30
Europe/Zurich
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
,
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
,
Riccardo Finotello
(
CEA Paris-Saclay
)
Description
Topical Meeting of COMETA WG2: Technological innovation in data analysis
10:00
→
10:05
News from the WG Leaders
5m
Speakers
:
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
,
Dr
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
,
Dr
Riccardo Finotello
(
CEA Paris-Saclay
)
10:05
→
10:15
Introduction to Normalizing Flows
10m
Speaker
:
Dr
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
flows_intro.C.Krause.pdf
10:15
→
10:45
Normalizing Flows for Calorimeter Simulation
30m
Speaker
:
Dr
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
CaloSim.C.Krause.pdf
10:45
→
11:15
Generative Unfolding with Conditional Invertible Neural Networks
30m
Speaker
:
Sofia Palacios Schweitzer
(
ITP, University Heidelberg
)
Cometa_SofiaPalaciosSchweitzer.pdf
11:15
→
11:45
Normalizing Flows for importance sampling in lattice computations
30m
Speaker
:
Kim Nicoli
(
University of Bonn (TRA Matter), HISKP
)
COMETA - March 28.pdf
Recording_NF_lattice_KimNicoli.mp4
11:45
→
12:15
The MadNIS Reloaded: Enhancing MadGraph with Neural Importance Sampling
30m
Speaker
:
Ramon Winterhalder
(
UCLouvain
)
madnis_winterhalder.pdf
Recording_NF_MadNIS_RamonWinterhalder.mp4
12:15
→
12:30
Discussion and Concluding Remarks
15m
Speakers
:
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
,
Dr
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
,
Dr
Riccardo Finotello
(
CEA Paris-Saclay
)