Name: Anomaly Detection for High Energy Physics (AD4HEP) Workshop
Start: 2025-06-16T13:00:00-04:00
End: 2025-06-18T13:00:00-04:00
Location: Columbia University, Nevis Laboratories

Anomaly Detection for High Energy Physics (AD4HEP) Workshop

from Monday, 16 June 2025 (13:00) to Wednesday, 18 June 2025 (13:00)

Monday, 16 June 2025

13:00

13:00 - 13:30
Room: Nevis Science Center
13:30
13:30 - 15:00
Room: Nevis Science Center
Contributions

13:30 Machine Learning-Driven Anomaly Detection in Dijet Events with ATLAS - Dennis Noll

13:48 Results from CMS dijet anomaly search - Oz Amram

14:06 Compare/contrast ATLAS YXH and SVJ searches - Gabriel Matos (Columbia University)

14:24 Gaia satellite - steller stream finding - Matt Buckley
15:00 Coffee Break
Coffee Break
15:00 - 15:30
Room: Nevis Science Center
15:30
15:30 - 17:00
Room: Nevis Science Center
Contributions

15:30 CMS AXOL1TL Trigger

15:48 ATLAS AD Trigger (L1+HLT) - Max Cohen

16:06 CMS CICADA Trigger - Kiley Kennedy

16:24 Towards a Self-Driving Trigger: Adaptive Response to Anomalies in Real Time - Cecilia Tosciri (University of Chicago)
17:30

17:30 - 19:30
Room: Hamilton House
Tuesday, 17 June 2025

08:30 Breakfast
Breakfast
08:30 - 09:00
Room: Nevis Science Center
09:00
09:00 - 10:30
Room: Nevis Science Center
Contributions

09:00 Foundation Models for AD - Vinny Mikuni

09:18 AD Interpretation & Phenomenology - Anna Hallin

09:36 Incorporating Physical Priors into Weakly-Supervised Anomaly Detection - Chi Lung Cheng Cheng (University of Wisconsin-Madison)

09:54 Surrogate Simulation-based Inference (S2BI) - Runze Li (Yale University)

10:12 TBD - Gaia Grosso
10:30 Coffee Break
Coffee Break
10:30 - 11:00
Room: Nevis Science Center
11:00
11:00 - 12:30
Room: Nevis Science Center
Contributions

11:00 Latest improvements to CATHODE - Chitrakshee Yede (Universität Hamburg)

11:15 Hunting axions with the James Webb Space Telescope - Elena Pinetti (Flatiron Institute/Simons Foundation)
12:30

12:30 - 14:30
Room: Picnic Area

14:30

14:30 - 15:30
Room: Nevis Science Center

15:30 Coffee Break
Coffee Break
15:30 - 16:00
Room: Nevis Science Center

16:00 Tutorial 1
Tutorial 1
16:00 - 17:00
Room: Nevis Science Center

18:00 Social Outing (TBD)
Social Outing (TBD)
18:00 - 20:30
Room: Nevis Science Center
Wednesday, 18 June 2025

08:30 Breakfast
Breakfast
08:30 - 09:00
Room: Nevis Science Center
09:00
09:00 - 10:30
Room: Nevis Science Center
Contributions

09:00 Real-time anomaly detection on Liquid Argon Time Projection Chamber wire data - Seokju Chung (Columbia University)
10:30 Coffee Break
Coffee Break
10:30 - 11:00
Room: Nevis Science Center

11:00 Tutorial 2
Tutorial 2
11:00 - 12:00
Room: Nevis Science Center

12:00

12:00 - 12:30
Room: Nevis Science Center