213th TE-TM meeting
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1
Invited Talk Alberto Di Meglio Head of Innovation in IT departmentSpeaker: Alberto Di Meglio (CERN)
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2
Discussions
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3
Talks: Initiatives within TE: Aide to operation / maintenance:
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a) Hysteresis modelling and efficient magnet cycling for Efficient Particle AcceleratorsSpeaker: Vincenzo Di Capua (CERN)
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b) Anomaly Detection for LHC Dipole Circuits & Beam Loss PatternsSpeaker: Lukas Felsberger (CERN)
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4
Discussions
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5
Information management:
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a) TRAPEcista (TRAP Expert Chatbot for Intelligent Scripting and database Tasks Automatization): queries on the magnet test databasesSpeaker: Stefano Sorrentino (Universita Di Bologna (IT))
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b) Perspectives of AI Coding Assistants in the ATSSpeaker: Jean-Christophe Garnier (CERN)
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6
Discussions
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10:30
Coffee break
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7
Data analysis/Simulations:
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a) Al developments and platforms for CRG, industrial and medical applications: KT, synergies, and spin offs
• Anomaly Detection and Maintenance Optimization in Large-Scale Cryogenic Compressor Systems
• Modeling the LHC’s BHX using graph neural networks
• PenguinGPT, a chatbot for Cryogenic applications
• CAFEIN - Federated network platform for developing and deploying Al-based analysis and prediction models
• Risk stratification for breast and prostate cancer based on WHO IARC’s EPIC data
• TRUSTroke and Umbrella, a holistic approach to prevention, treatment, and management of stroke
• WHO Market Analysis Platform (MIP) for Prevention and Mitigation of Supply Chain Disruptions “Speaker: Diogo Reis Santos (CERN) -
b) AI-based tools for image processing for MSC
• Autoencoders for anomaly detection on cable manufacturing process
• Extracting the geometry of Nb3Sn wires for Quench simulations using AISpeakers: Javier Presmanes Cardama, Josef Baumann
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8
Discussions
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9
Opportunities for each group
Potential applications and intentions, foreseeable investment (budget, workforce, timeline)
Speakers: Andre Rocha (CERN), Daniel Wollmann (CERN), Luigi Serio (CERN), Stephan Russenschuck (CERN)-
a) MPESpeaker: Daniel Wollmann (CERN)
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b) MSCSpeaker: Stephan Russenschuck (CERN)
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d) CRGSpeaker: Luigi Serio (CERN)
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10
Discussions
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1