Work with Dr. Antonio Pagliaro, Ph.D. | NotedSource
My vision is to achieve **greater generality in artificial
intelligence**: empower computers to perform advanced
tasks, such as **learning from experience, adapting
seamlessly, and discovering new knowledge**, mainly in the
fields of high energy astrophysics and astroparticles, but
not only. To address the overwhelming volume of
information, we require computers that can extract
**meaningful patterns from vast amounts of data.** This
presents a variety of intriguing scientific challenges:
how can a computer determine the most effective
representation? How can it differentiate between genuine
patterns and random occurrences? How can it leverage prior
knowledge? And, finally, how can it present its findings
in a way that humans can comprehend?
https://cv.notedsource.io/me/O4RY58VR
Dr. Antonio Pagliaro, Ph.D.
Senior Scientist at Istituto di Astrofisica Spaziale e Fisica cosmica di Palermo with publications on AI and expertise in Machine and Deep Learning, Data Driven Finance.
Palermo
Research Expertise
High Energy Astrophysics
Artificial Intelligence
Machine and Deep Learning
Data Driven Finance
About
My vision is to achieve **greater generality
in artificial intelligence**: empower
computers to perform advanced tasks, such as
**learning from experience, adapting
seamlessly, and discovering new knowledge**,
mainly in the fields of high energy
astrophysics and astroparticles, but not only.
To address the overwhelming volume of
information, we require computers that can
extract **meaningful patterns from vast
amounts of data.** This presents a variety of
intriguing scientific challenges: how can a
computer determine the most effective
representation? How can it differentiate
between genuine patterns and random
occurrences? How can it leverage prior
knowledge? And, finally, how can it present
its findings in a way that humans can
comprehend?
Legacy Map
Full ViewPublications
ChandraObservation of Abell 2142:
Survival of Dense Subcluster Cores in a
Merger
The Astrophysical Journal
2000
Cherenkov Telescope Array sensitivity to
branon dark matter models
Journal of Cosmology and Astroparticle
Physics
2020
Highlights from the ARGO-YBJ Experiment
Cosmic Rays for Particle and
Astroparticle Physics
2011
Measurement of the proton-air cross
section with ARGO-YBJ
Nuclear Physics B - Proceedings
Supplements
2009
The observation of the light component
spectrum in the 5–250 TeV region by the
ARGO-YBJ experiment
Cosmic Rays for Particle and
Astroparticle Physics
2011
Sensitivity of the Cherenkov Telescope
Array to the detection of axion-like
particles at high gamma-ray opacities
Journal of Cosmology and Astroparticle
Physics
2014
Monte Carlo studies of medium-size
telescope designs for the Cherenkov
Telescope Array
Astroparticle Physics
2016
Gamma-ray astronomy with the ARGO-YBJ
experiment
Journal of Physics: Conference
Series
2010
Operation and performance of RPCs in the
ARGO-YBJ experiment
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2009
Very hard gamma-ray emission from a flare
of Mrk 501
Astronomy & Astrophysics
2012
The implementation of the ASTRI Mini-Array
gamma-ray experiment at the Observatorio
del Teide, Tenerife
Ground-based and Airborne Telescopes
IX
2022
EUSO-TA, a ground precursor to JEM-EUSO
telescope at the Telescope Array site
Proceedings of The 34th International
Cosmic Ray Conference —
PoS(ICRC2015)
2016
Performance of the ASTRI Mini-Array at the
Observatorio del Teide
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
Investigating the X-ray emission from the
Galactic TeV Gamma-ray Source MGRO
J1908+06
Proceedings of The 34th International
Cosmic Ray Conference —
PoS(ICRC2015)
2016
Measurement of the Solar Magnetic Field
effect on cosmic rays using the Sun shadow
observed by the ARGO-YBJ experiment
Proceedings of 35th International
Cosmic Ray Conference —
PoS(ICRC2017)
2017
Search for Ultra-High Energy Cosmic Rays
from Space - the JEM-EUSO Program
Proceedings of 36th International
Cosmic Ray Conference —
PoS(ICRC2019)
2019
Measurement of the antiproton/proton ratio
at TeV energies with the ARGO-YBJ detector
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2011
ARGO-YBJ experiment and TeV gamma
astronomy
Nuclear Physics B - Proceedings
Supplements
2007
Search for High-Energy Emission from GRBs
with the ARGO-YBJ Detector
AIP Conference Proceedings
2009
Cosmic-ray anisotropies observed by the
ARGO-YBJ experiment
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2012
Crab Nebula Detected: Vindication of TeV
γ-Ray Imaging
Cherenkov Reflections
2019
Sensitivity of CTA to gamma-ray emission
from the Perseus galaxy cluster
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
Science and mission status of EUSO-SPB2
Unknown Venue
2022
Observatory Galactic Science with the
ASTRI-Mini Array during the observatory
phase of the project
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
Sensitivity of the Cherenkov Telescope
Array to dark subhalos
Physics of the Dark Universe
2021
A parallel tree code for large N-body
simulation: dynamic load balance and data
distribution on a CRAY T3D system
Computer Physics Communications
1997
A work- and data-sharing parallel tree
N-body code
Computer Physics Communications
1996
The monitoring, logging, and alarm system
of the ASTRI mini-array gamma-ray
air-Cherenkov experiment at the
Observatorio del Teide
Software and Cyberinfrastructure for
Astronomy VII
2022
Multi-scale TeV cosmic-ray anisotropy
observed with the ARGO-YBJ experiment
Journal of Physics: Conference
Series
2013
The Stereo Event Builder software system
of the ASTRI Mini-Array project
Software and Cyberinfrastructure for
Astronomy VII
2022
Expected Performance of the EUSO-SPB2
Fluorescence Telescope
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
Study of the trigger mode of LHAASO-KM2A
Astroparticle Physics
2018
EUSO-SPB1 Mission and Science
Proceedings of 35th International
Cosmic Ray Conference —
PoS(ICRC2017)
2017
OffLine Simulation and reconstruction
software framework for the JEM-EUSO
missions
Proceedings of 38th International
Cosmic Ray Conference —
PoS(ICRC2023)
2023
An Australia Telescope Compact Array 20-cm
radio continuum study of the Large
Magellanic Cloud
Monthly Notices of the Royal
Astronomical Society
2007
The HAWC observatory
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2012
Design and development of the Supervisor
software component for the ASTRI
Mini-Array Cherenkov Camera
Software and Cyberinfrastructure for
Astronomy VII
2022
An Introduction to Machine and Deep
Learning Methods for Cloud Masking
Applications
Applied Sciences
2024
Forecasting Significant Stock Market Price
Changes Using Machine Learning: Extra
Trees Classifier Leads
Electronics
2023
AI in Experiments: Present Status and
Future Prospects
Applied Sciences
2023
Application of Machine Learning Ensemble
Methods to ASTRI Mini-Array Cherenkov
Event Reconstruction
Applied Sciences
2023
CTA – the World’s largest ground-based
gamma-ray observatory
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
Extragalactic Observatory Science with the
ASTRI Mini-Array at the Observatorio del
Teide
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
The Mini-EUSO telescope on board the
International Space Station: Launch and
first results
Proceedings of 37th International
Cosmic Ray Conference —
PoS(ICRC2021)
2021
ASTRI Mini-Array core science at the
Observatorio del Teide
Journal of High Energy
Astrophysics
2022
Extragalactic observatory science with the
ASTRI mini-array at the Observatorio del
Teide
Journal of High Energy
Astrophysics
2022
Galactic observatory science with the
ASTRI Mini-Array at the Observatorio del
Teide
Journal of High Energy
Astrophysics
2022
The ASTRI Mini-Array of Cherenkov
telescopes at the Observatorio del Teide
Journal of High Energy
Astrophysics
2022
The Software Architecture and development
approach for the ASTRI Mini-Array
gamma-ray air-Cherenkov experiment at the
Observatorio del Teide
Software and Cyberinfrastructure for
Astronomy VII
2022
The data processing, simulation, and
archive systems of the ASTRI Mini-Array
project
Software and Cyberinfrastructure for
Astronomy VII
2022
Application of Machine and Deep Learning
Methods to the Analysis of IACTs Data
Emergence, Complexity and
Computation
2021
Sensitivity of the Cherenkov Telescope
Array for probing cosmology and
fundamental physics with gamma-ray
propagation
Journal of Cosmology and Astroparticle
Physics
2021
Sensitivity of the Cherenkov Telescope
Array to a dark matter signal from the
Galactic centre
Journal of Cosmology and Astroparticle
Physics
2021
Monte Carlo studies for the optimisation
of the Cherenkov Telescope Array layout
Astroparticle Physics
2019
Ultra-violet imaging of the night-time
earth by EUSO-Balloon towards space-based
ultra-high energy cosmic ray observations
Astroparticle Physics
2019
EUSO-TA – First results from a
ground-based EUSO telescope
Astroparticle Physics
2018
First observations of speed of light
tracks by a fluorescence detector looking
down on the atmosphere
Journal of Instrumentation
2018
OBSERVATION OF TeV GAMMA RAYS FROM THE
UNIDENTIFIED SOURCE HESS J1841–055 WITH
THE ARGO-YBJ EXPERIMENT
The Astrophysical Journal
2013
OBSERVATION OF THE TeV GAMMA-RAY SOURCE
MGRO J1908+06 WITH ARGO-YBJ
The Astrophysical Journal
2012
A MULTISCALE, LACUNARITY AND NEURAL
NETWORK METHOD FOR γ/h DISCRIMINATION IN
EXTENSIVE AIR SHOWERS
Science: Image in Action
2011
LONG-TERM MONITORING OF MRK 501 FOR ITS
VERY HIGH ENERGY γ EMISSION AND A FLARE IN
2011 OCTOBER
The Astrophysical Journal
2012
Light-component spectrum of the primary
cosmic rays in the multi-TeV region
measured by the ARGO-YBJ experiment
Physical Review D
2012
OBSERVATION OF TeV GAMMA RAYS FROM THE
CYGNUS REGION WITH THE ARGO-YBJ EXPERIMENT
The Astrophysical Journal
2012
Calibration of the RPC charge readout in
the ARGO-YBJ experiment
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2012
Highlights from the ARGO-YBJ experiment
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2012
Measurement of the cosmic ray
antiproton/proton flux ratio at TeV
energies with the ARGO-YBJ detector
Physical Review D
2012
Early warning for VHE gamma-ray flares
with the ARGO-YBJ detector
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2011
Observation of the cosmic ray moon
shadowing effect with the ARGO-YBJ
experiment
Physical Review D
2011
LONG-TERM MONITORING OF THE TeV EMISSION
FROM Mrk 421 WITH THE ARGO-YBJ EXPERIMENT
The Astrophysical Journal
2011
A discrimination technique for extensive
air showers based on multiscale,
lacunarity and neural network analysis
Nuclear Physics B - Proceedings
Supplements
2011
MEAN INTERPLANETARY MAGNETIC FIELD
MEASUREMENT USING THE ARGO-YBJ EXPERIMENT
The Astrophysical Journal
2011
GAMMA-RAY FLARES FROM Mrk421 IN 2008
OBSERVED WITH THE ARGO-YBJ DETECTOR
The Astrophysical Journal
2010
Proton-air cross section measurement with
the ARGO-YBJ cosmic ray experiment
Physical Review D
2009
Temperature effect on RPC performance in
the ARGO-YBJ experiment
Nuclear Instruments and Methods in
Physics Research Section A:
Accelerators, Spectrometers, Detectors
and Associated Equipment
2009
ARGO-YBJ constraints on very high energy
emission from GRBs
Astroparticle Physics
2009
Properties of galaxy haloes in clusters
and voids
Monthly Notices of the Royal
Astronomical Society
2002
Substructure recovery by three-dimensional
discrete wavelet transforms
Monthly Notices of the Royal
Astronomical Society
1999
Education
Università degli Studi di Catania
Dottorato di ricerca in Fisica, Dipartimento di Fisica e Astronomia
Catania
Experience
Istituto di Astrofisica Spaziale e Fisica cosmica di Palermo
Links & Social Media
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