SMARTHEP Meets Industry @CERN (22nd-23rd May 2025)

Session

ESRs' presentations

23 May 2025, 09:15

40/S2-A01 - Salle Anderson (CERN)

8. GRAPH NEURAL NETWORK TRAFFIC PREDICTIONS ON REAL-TIME OBSERVATIONS

Alexandros Sopasakis

23/05/2025, 09:15

9. LEARNING TRAFFIC ANOMALIES FROM GENERATIVE MODELS ON REAL- TIME OBSERVATIONS

Alexandros Sopasakis

23/05/2025, 09:20

10. SIMULATION OF STREET VIDEO SCENES FOR OBJECT DETECTION MODELS IN COMPUTER VISION

Henrique Piñeiro Monteagudo

23/05/2025, 09:25

11. ROAD SCENE UNDERSTANDINGFOR RISK ANTICIPATION FROM EGO-VEHICLE DATA

Henrique Piñeiro Monteagudo

23/05/2025, 09:30

12. EFFECTS OF VIEWPOINT SHIFTS IN BIRD-EYE VIEW SEGMENTATION

Patin Inkaew (Helsinki Institute of Physics (FI))

23/05/2025, 09:35

13. STUDY OF INDUSTRIAL TIME SERIESDATA FOR SEGMENTATION AND PATTERN IDENTIFICATION

Daniel Magdalinski (Nikhef)

23/05/2025, 09:40

16. OPTIMIZED MACHINE LEARNINGINFERENCE THROUGH HETEROGENEOUSARCHITECTURES

Sanjiban Sengupta (CERN, The University of Manchester)

23/05/2025, 09:45

14. DEVELOPMENT OF SIMULATION- BASED INFERENCE INTERFACES IN THE ROOT SOFTWARE FRAMEWORK FOR INDUSTRIAL APPLICATIONS

Jamie Gooding (Technische Universitaet Dortmund (DE))

23/05/2025, 09:50

15. REAL-TIME DATA ACQUISITION ANDANALYSIS FOR HIGH-FREQUENCYMONITORING IN INDUSTRY 4.0AND BEYOND

Maximilian Amerl (The University of Manchester (GB))

23/05/2025, 09:55

18. NEXT-GEN BANKING FRAUD SIMULATION WITH AGENT-BASED MODELING AND LLMs

Micol Olocco (Technische Universitaet Dortmund (DE))

23/05/2025, 10:00

17. JET ENERGY CALIBRATION WITH REAL-TIME MACHINE LEARNING TRAININGAND ANOMALY DETECTION IN HIGH-ENERGY PHYSICS AND FINANCE

Laura Boggia (Centre National de la Recherche Scientifique (FR))

23/05/2025, 10:05

19. REAL-TIME MARKET ANALYSIS WITH RECURRENT NEURAL NETWORKS FOR PREDICTIVE INSIGHTS

Leon Bozianu (Universite de Geneve (CH))

23/05/2025, 10:10

20. STUDY OF HISTORICAL TIMESERIES OF FINANCIAL DATA TO DEVELOP MACHINE LEARNING APPLICATIONS FOR ANALYSIS AND PREDICTION OF FINANCIAL ASSETS

Sofia Cella (CERN)

23/05/2025, 10:15