Comp F3 White Paper planning
Wednesday, 19 January 2022 -
08:00
Monday, 17 January 2022
Tuesday, 18 January 2022
Wednesday, 19 January 2022
08:00
Introduction/WP schedule
Introduction/WP schedule
08:00 - 08:05
08:05
WP update
-
Brian Nord
(Fermilab)
WP update
Brian Nord
(Fermilab)
08:05 - 08:10
08:10
GNN/Instance Segmentation WPs
-
Savannah Thais
(Princeton University)
GNN/Instance Segmentation WPs
Savannah Thais
(Princeton University)
08:10 - 08:15
08:15
WP on Detector Simulation
-
Mikuni Vinicius
(LBNL)
WP on Detector Simulation
Mikuni Vinicius
(LBNL)
08:15 - 08:20
08:20
Symmetry Group Equivariant Architectures
-
Mariel Pettee
(Yale University)
Symmetry Group Equivariant Architectures
Mariel Pettee
(Yale University)
08:20 - 08:25
08:30
Data Science/ML education in HEP
-
Mark Neubauer
(University of Illinois at Urbana-Champaign)
Data Science/ML education in HEP
Mark Neubauer
(University of Illinois at Urbana-Champaign)
08:30 - 08:35
08:40
Self-Driving System for Physics
-
Cecilia Tosciri
Self-Driving System for Physics
Cecilia Tosciri
08:40 - 08:45
08:45
Applications of Machine Learning to Lattice Quantum Field Theory
-
Daniel Hackett
(University of Colorado, Boulder)
Daniel Hackett
Applications of Machine Learning to Lattice Quantum Field Theory
Daniel Hackett
(University of Colorado, Boulder)
Daniel Hackett
08:45 - 08:50
08:50
Model Independent Searches for New Physics using Machine Learning
-
Charanjit Kaur
Model Independent Searches for New Physics using Machine Learning
Charanjit Kaur
08:50 - 08:55
Our main idea is to assess the performance of different semi-supervised or unsupervised methods using different benchmark data sets. Besides commonly explored multi-jet signatures, we also want to consider multi-lepton processes. In order to compare the performance of different methods, we also consider several types of data input, e.g., kinematic variables and image data sets. This will provide a comparison of different methods on the same footing.
08:55
Community Needs, Tools and Resources
-
Dylan Rankin
(Massachusetts Institute of Technology)
Community Needs, Tools and Resources
Dylan Rankin
(Massachusetts Institute of Technology)
08:55 - 09:00