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Deeply Learning from Neutrino Interactions with the KM3NeT neutrino telescope

Deeply Learning from Neutrino Interactions with the KM3NeT neutrino telescope

Nov 7, 2024 | 2022, DIAI, diiP, Physics/Astronomy

2022 PhD/ DIAI Projects @Astronomy Particle physics and graph neural networks Santiago PENA MARTINEZ Project Summary A new generation of neutrino experiments is in the horizon looking to explore many of the open questions on neutrino properties and searching for...
Learning the magneto-ionic side of the turbulence in the interstellar medium in radio-astronomy

Learning the magneto-ionic side of the turbulence in the interstellar medium in radio-astronomy

Oct 18, 2024 | 2022, DIAI, diiP, Physics/Astronomy

2022 PhD/DIAI Projects @Astrophysique Jack Berat(LPENS, UPC) Project Summary The phase transition from warm neutral medium to cold neutral medium in the interstellar medium (ISM) is affected by the magnetic field. The polarization of the synchrotron emission is one of...
Machine Learning for Photometric redshift estimation of LSST galaxies

Machine Learning for Photometric redshift estimation of LSST galaxies

Oct 10, 2024 | 2023, diiP, Masters Internship, Physics/Astronomy

2023Masters Projects@Physics & Astronomy +Computer Science+Mathematics/Statistics #machine learning#convolutional networks#astrophysics  Project Summaryto be updated. Simona Mei Projects in the same discipline Investigating Diffusion Models for Astronomical Image...
“Search for features in astrophysical objects close to cosmic neutrinos”. An indirect approach to cosmic neutrino association with astrophysical objects

“Search for features in astrophysical objects close to cosmic neutrinos”. An indirect approach to cosmic neutrino association with astrophysical objects

Oct 10, 2024 | 2022, diiP, Masters Internship, Physics/Astronomy

2022Masters Projects@Physics & Astronomy +Computer Science #Neutrino and Gamma-Ray Astronomy#Deep Learning#Real Data Analysis#Data Augmentation Project SummaryThe work proposed here is in the field of Astroparticle Physics, a sub-branch of Physics dealing with the...
Random projections for the reduction of gravitational wave template banks

Random projections for the reduction of gravitational wave template banks

Oct 10, 2024 | 2022, diiP, Masters Internship, Physics/Astronomy

2022Masters Projects@Physics & Astronomy +Computer Science #gravitational-wave astronomy#data reduction#random projections#optical processing units  Project SummaryThe direct observation of gravitational waves by the LIGO and Virgo detectors is one of the...
Learning from deep sea light with KM3NeT

Learning from deep sea light with KM3NeT

Oct 10, 2024 | 2022, diiP, Physics/Astronomy, Strategic projects

2022Strategic Projects@Physics & Astronomy +Biology+Earth Sciences/Geosciences #Neutrinos#Machine Learning#Bioluminescence#Graph Neural Networks Project SummaryNeutrinos are fundamental particles that are produced in a multitude of nuclear processes and permeate...
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Recent Posts

  • Nikos Paragios – Seeing the Invisible – Doing the Impossible: Reinventing Healthcare with Generative AI-powered diagnosis, treatment and beyond
  • Deeply Learning from Neutrino Interactions with the KM3NeT neutrino telescope
  • Alon Halevy – Well-being, AI, and You: Developing AI-based Technology for Well-being
  • Shen Liang – Knowledge-guided Data Science
  • Shen Liang – Deep Transfer Learning and Multi-task Learning

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  • 2024 diiP Projects Day | Data Intelligence Institute of Paris on Design principles of property graph languages
  • 2024 diiP Projects Day | Data Intelligence Institute of Paris on Statistical and machine learning methods for survival data: prediction, performance assessment and interpretability
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  • 2024 diiP Projects Day | Data Intelligence Institute of Paris on Dark energy studies with the Vera Rubin observatory LSST & Euclid-developing a combined cosmic shear analysis with bayesian neural networks
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