1st AI-INFN Advanced Hackathon

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Sessions*

QML and MedPhys

Experimental data and Artificial Intelligence

Future directions

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Contributions*

Advanced features of the AI_INFN Platform and presentation of the afternoon activity (in session "Future directions")

AI in Europe and WLCG vision (in session "Experimental data and Artificial Intelligence")

An introduction to MLOps (in session "Future directions")

Applications of machine learning in the event reconstruction of Imaging Atmospheric Cherenkov Telescopes (in session "Future directions")

Autism Spectrum Disorders (ASD) diagnosis using structural and functional Magnetic Resonance Imaging and Radiomics (in session "QML and MedPhys")

Autism Spectrum Disorders (ASD) diagnosis using structural and functional Magnetic Resonance Imaging and Radiomics (in session "QML and MedPhys")

Cloud Veneto and INFN Cloud (in session "Experimental data and Artificial Intelligence")

Customizing the software environment with conda and apptainer (in session "Future directions")

Developing Artificial Intelligence for Experiments at Future Collider (in session "Future directions")

Experiment Tracking: Hands on (in session "Future directions")

Final remarks and closure (in session "Future directions")

Generative Adversarial Networks as a tool to unfold detector effects (in session "Experimental data and Artificial Intelligence")

Generative Adversarial Networks as a tool to unfold detector effects (in session "Experimental data and Artificial Intelligence")

Generative models to unfold detector effects (in session "Experimental data and Artificial Intelligence")

Hands-on: accessing the Hackathon resources (in session "Experimental data and Artificial Intelligence")

Introduction to Medical Physics exercise (in session "QML and MedPhys")

Introduction to Quantum Machine Learning (in session "QML and MedPhys")

Magnetic Resonance Imaging Seminar (in session "QML and MedPhys")

On the physics case of the LHCf exercise (in session "Experimental data and Artificial Intelligence")

Personal data, Ethics and Artificial Intelligence (in session "Future directions")

Processing data from the LHCf detector (in session "Experimental data and Artificial Intelligence")

Quantum Machine Learning applications: classification, anomaly detection and QUBO problems (in session "QML and MedPhys")

Quantum Machine Learning applications: classification, anomaly detection and QUBO problems (in session "QML and MedPhys")

Quantum-inspired tensor-network machine learning: finding optimal hyperparameters, libraries, and hardware (in session "QML and MedPhys")

Social dinner

Use of a multidimensional CNN for particle identification in the LHCf experiment (in session "Experimental data and Artificial Intelligence")

Use of a multidimensional CNN for particle identification in the LHCf experiment (in session "Experimental data and Artificial Intelligence")

Welcome (in session "Experimental data and Artificial Intelligence")

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Events scheduled on*

26/11/2024

27/11/2024

28/11/2024

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