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

Contribution List

7. Welcoming

Micol Olocco (Technische Universitaet Dortmund (DE))

22/05/2025, 17:55

Evening reception

2. SMARTHEP Introduction

Caterina Doglioni (The University of Manchester (GB))

22/05/2025, 18:00

Evening reception

3. INFN

Dr Stefano Bagnasco (Istituto Nazionale di Fisica Nucleare, Torino)

22/05/2025, 18:05

Evening reception

4. SMARTHEP Industry Partners

22/05/2025, 18:10

Evening reception

5. Visiting Delegation

Rossella Riva (Confindustria Piemonte)

22/05/2025, 18:35

Evening reception

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

Alexandros Sopasakis

23/05/2025, 09:15

ESRs' presentations

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

Alexandros Sopasakis

23/05/2025, 09:20

ESRs' presentations

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

Henrique Piñeiro Monteagudo

23/05/2025, 09:25

ESRs' presentations

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

Henrique Piñeiro Monteagudo

23/05/2025, 09:30

ESRs' presentations

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

Patin Inkaew (Helsinki Institute of Physics (FI))

23/05/2025, 09:35

ESRs' presentations

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

Daniel Magdalinski (Nikhef)

23/05/2025, 09:40

ESRs' presentations

16. OPTIMIZED MACHINE LEARNINGINFERENCE THROUGH HETEROGENEOUSARCHITECTURES

Sanjiban Sengupta (CERN, The University of Manchester)

23/05/2025, 09:45

ESRs' presentations

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

ESRs' presentations

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

ESRs' presentations

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

Micol Olocco (Technische Universitaet Dortmund (DE))

23/05/2025, 10:00

ESRs' presentations

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

ESRs' presentations

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

Leon Bozianu (Universite de Geneve (CH))

23/05/2025, 10:10

ESRs' presentations

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

ESRs' presentations

21. Towards SMARTHEP2

Caterina Doglioni (The University of Manchester (GB)), Henning Kirschenmann (LUT University and Helsinki Institute of Physics (FI))

23/05/2025, 10:35

1. Evening Reception

Opening session

Contributions by:

[10'] Caterina Doglioni and Micol Olocco - University of Manchester (UK) and Technical University Dortrmund, SMARTHEP Project Coordinator and Early Stage Researcher organising the event

[5'] Luciano Gaido (Presenter TBC) - INFN Torino

[15'] Flash presentations from SMARTHEP industrial partners: IBM (France), LightBox (Switzerland), Point8...

6. Italian/French Industries

Evening reception