2:00 PM
|
Regression, Calibration, and Fast Inference
-
Ines Ochoa
(LIP Laboratorio de Instrumentacao e Fisica Experimental de Part)
Jennifer Ngadiuba
(FNAL)
(until 3:20 PM)
()
|
2:00 PM
|
Machine learning based Particle Flow algorithm and application of super-resolution techniques
-
Sanmay Ganguly
(Weizmann Institute of Science (IL))
()
|
2:20 PM
|
Using Machine Learning for Heavy-Ion Jet $p_{\rm T}$ Reconstruction in ALICE
-
Hannah Bossi
(Yale University (US))
()
|
2:40 PM
|
Learning Uncertainties the Frequentist Way: Calibration and Correlation in High Energy Physics
-
Rikab Gambhir
(MIT)
()
|
3:00 PM
|
ML in jet physics beyond classification
-
Loukas Gouskos
(CERN)
()
|
2:00 PM
|
Simulation and Generative Models
-
Ramon Winterhalder
(Universität Heidelberg)
Dalila Salamani
(CERN)
(until 3:40 PM)
()
|
2:00 PM
|
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows
- Dr
Claudius Krause
(Rutgers University)
()
|
2:20 PM
|
Multi-detector geomotery modeling and Geant4 Integration
-
Dalila Salamani
(CERN)
()
|
2:40 PM
|
Angular Conditioning of Deep Generative Models for Fast Simulation of High Granularity Calorimeters
-
Peter McKeown
(Deutsches Elektronen-Synchrotron DESY)
()
|
3:00 PM
|
Fast and Accurate Electromagnetic and Hadronic Showers from Generative Models
-
Engin Eren
(Deutsches Elektronen-Synchrotron DESY)
()
|
3:20 PM
|
AtlFast3: The next generation of fast simulation in ATLAS
-
Joshua Falco Beirer
(CERN, Georg-August-Universitaet Goettingen (DE))
()
|
3:20 PM
|
Regression, Calibration, and Fast Inference
-
Jennifer Ngadiuba
(FNAL)
Ines Ochoa
(LIP Laboratorio de Instrumentacao e Fisica Experimental de Part)
(until 4:40 PM)
()
|
3:20 PM
|
Pileup mitigation in CMS
-
Benedikt Maier
()
|
3:40 PM
|
Lightweight Jet Reconstruction as an Object Detection Task
-
Adrian Alan Pol
(CERN)
()
|
4:00 PM
|
Measurement of Muon Energy From Radiative Losses in a Granular Calorimeter
-
Giles Chatham Strong
(Universita e INFN, Padova (IT))
()
|
4:20 PM
|
Deep learning jet modifications in heavy-ion collisions
- Dr
Yilun Du
(University of Bergen)
()
|
3:40 PM
|
Simulation and Generative Models
-
Dalila Salamani
(CERN)
Ramon Winterhalder
(Universität Heidelberg)
(until 6:00 PM)
()
|
3:40 PM
|
Fast Simulation of Jets with VAEs
-
Mary Touranakou
(National and Kapodistrian University of Athens (GR))
()
|
4:00 PM
|
Foundations of a Fast, Data-Driven, Machine-Learned Simulator
-
Jessica N. Howard
(Department of Physics & Astronomy, UC Irvine)
Jessica N. Howard
(University of California Irvine (US))
()
|
4:20 PM
|
Particle Cloud Generation with Message Passing GANs
-
Raghav Kansal
(Univ. of California San Diego (US))
()
|
4:40 PM
|
White Box AI for parton shower development
-
Felix Ringer
(Lawrence Berkeley National Laboratory)
()
|
5:00 PM
|
How to GAN Event Unweighting
- Mr
Mathias Backes
(Uni Heidelberg)
()
|
5:20 PM
|
Sparse Data Generation with Convolutional VAE
-
Breno Orzari
(UNESP - Universidade Estadual Paulista (BR))
()
|
5:40 PM
|
Super-Resolution for QCD and Top Jets
-
Lukas Blecher
(Universität Heidelberg)
()
|
4:40 PM
|
Regression, Calibration, and Fast Inference
-
Ines Ochoa
(LIP Laboratorio de Instrumentacao e Fisica Experimental de Part)
Jennifer Ngadiuba
(FNAL)
(until 5:40 PM)
()
|
4:40 PM
|
Matrix Element Calculations on the GPU
-
Joshua Isaacson
(Fermilab)
()
|
5:00 PM
|
Jet Identification in L1 Trigger at HL-LHC based on DNN implementation on FPGA
- Dr
Andre Sznajder
(UERJ (Brazil))
()
|
5:20 PM
|
OnlineFlow: Trigger Free Analysis Using Online Learned Generative Models
-
Sascha Daniel Diefenbacher
(Hamburg University (DE))
()
|
8:00 PM
|
Datasets
-
Tobias Golling
(Universite de Geneve (CH))
Gregor Kasieczka
(Hamburg University (DE))
(until 9:40 PM)
()
|
8:00 PM
|
Implementation of Jupyter Notebooks into The Reproducible Open Benchmarks for Data Analysis Platform (ROB)
-
Aaron Wang
Heiko Mueller
()
|
8:20 PM
|
Shared Data and Algorithms for Deep Learning in Fundamental Physics
-
William Korcari
(Hamburg University (DE))
()
|
8:40 PM
|
Introduction to Anomaly Detection Challenge
-
Katya Govorkova
(CERN)
()
|
9:00 PM
|
Calorimeter Simulation Challenge Proposal
-
David Shih
(Rutgers University)
()
|
9:20 PM
|
--- Discussion ---
|