Name: Comp F3 White Paper planning
Start: 2022-01-19T08:00:00-08:00
End: 2022-01-19T10:00:00-08:00
Location: No location set

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