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10:00
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Welcome to IFPU Focus Program
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Piero Ullio
()
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10:15
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Machine Learning applications in Gravitational Wave research
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Elena Cuoco
()
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11:15
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Time dependent data analysis (and possible applications on astrophysical data)
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Efstratios Gavves
()
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10:00
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N-body simulations, focusing on small scale clustering of dark matter and open problems
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Giulia Despali
()
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11:00
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Graph Networks and Transformers
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Savannah J. Thais
()
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10:00
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Vera Rubin data and ways to test the small scale clustering of dark matter
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Sebastian Matthias Wagner-Carena
()
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11:00
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Computer vision: Robust semantic segmentation with limited supervision
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Christos Sakaridis
()
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10:00
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NRE for astrophysics and cosmology
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Christoph Weniger
()
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11:00
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NRE for cosmology
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Kosio Karchev
()
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11:30
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Discussion: science applications of SWIFT
()
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10:00
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Wrap up - outcome of the meeting (future collaborations, brainstorming, ML in astro in EU)
()
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13:45
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Accelereting gravitational waveform generation with machine learning
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Matteo Breschi
()
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14:00
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Discussion on GWs and ML technique (lead: Enrico Barausse and Roberto Trotta)
()
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14:00
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Discussion on Graph Networks/Transformers and science applications (lead: Roberto Ruiz Astro)
()
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15:30
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Discussion on large language models in astro/hep (lead: Sascha Caron)
()
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13:45
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Gamma ray Galactic center excess: point sources vs. extended emission
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Florian List
()
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14:00
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Computer vision and point source detection in optical data
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Fiorenzo Stoppa
()
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14:15
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Computer vision and point source detection in gamma-ray data
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Suvo Bhattacharyya
()
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14:30
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Discussion on small scale distribution of DM and point sources + computer vision (lead: Matteo Viel and Gabrijela Zaharijas)
()
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14:00
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Discussion: graphs and transformers in astro (lead: Sascha Caron)
()
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15:00
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Machine Learning applications to Astrophysics and Cosmology
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Shirley Ho
()
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