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Matteo Guida Email & Phone Number
Postdoctoral Researcher
at
Max-Planck Institute for Nuclear Physics
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Role
Postdoctoral Researcher
Location
Heidelberg, Baden-württemberg, Germany
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Matteo Guida is listed as Postdoctoral Researcher at Max-Planck Institute for Nuclear Physics, a with 95 employees, based in Heidelberg, Baden-württemberg, Germany. AeroLeads shows a matched LinkedIn profile for Matteo Guida.
Matteo Guida previously worked as Postdoctoral Researcher at Max-Planck-Institut Für Kernphysik and Researcher PHD | Data Scientist at Max-Planck Institute For Nuclear Physics. Matteo Guida holds Master Of Science - Ms, Physics Of Data, 110/110 from Università Degli Studi Di Padova.
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Max-Planck Institute for Nuclear Physics
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About Matteo Guida
★ Specialized in utilizing data analysis, statistics, AI techniques, and low-radioactivity background methods for fundamental particle physics research, particularly in the search for dark matter. ★ Part of the XENON collaboration (https://xenonexperiment.org/), one of the two world's leading dark matter direct detection experiments. 180+ scientists, 29+ institutions, 9 timezones, 3 continents.★ The challenge of understanding dark matter (about 85% of the matter in the universe) is one of the most captivating unresolved problems in physics today.
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Max-Planck Institute For Nuclear Physics
4 roles
Matteo Guida work experience
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Researcher Phd | Data Scientist
Activities:★ Data analysis, statistical modeling, deep learning, Monte Carlo simulation, and detector response for the XENONnT experiment.★ Development of Auto-RGMS (rare gas mass spectrometer), a system which combines gas chromatography technology and a mass spectrometer in order to detect traces of Krypton contamination in Xenon gas at the level of concentrations down to 10^{-15} (ppq).My doctoral studies and research is founded by the International Max Planck Research School for Precision Tests of Fundamental Symmetries (IMPRS-PTFS).
Research Assistant | Data Scientist
★ Title: Position Reconstruction Based on Prompt Scintillation Light in XENONnT Exploiting Deep Learning. ★ Innovative approach to event position reconstruction that relies solely on scintillation light. After the design, including an axial transformation of the input data, and the training of the CNN model, it was extensively validated with real data coming from the detector. This methodology has been effectively implemented within the analysis chain of the XENONnT experiment and integrated into the official software package of the experiment.★ Project supported by Heidelberg University and the ERASMUS+ for traineeship program.
Feb 2021 - Sep 2021
Data Scientist
The topics of the analysis are: ★ (Anti-)3𝐻𝑒 production in proton-proton collisions at centre-of-mass energy = 5 𝑇𝑒𝑉 in ALICE experiment at the Large Hadron Collider - CERN (Geneva). ★ Characterization of the Outer Barrel Staves for the upgrade of the Inner Tracking System in ALICE. For both tasks, I analyzed data in C++ and using ROOT, an object-oriented data analysis framework.
Sep 2018 - Nov 2018
3 education records
Matteo Guida education
Master Of Science - Ms, Physics Of Data, 110/110
Slac Summer Institute, Artificial Intelligence In Fundamental Physics
Bachelor'S Degree, Physics, 105/110
FAQ
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What company does Matteo Guida work for?
Matteo Guida works for Max-Planck Institute for Nuclear Physics.
What is Matteo Guida's role at Max-Planck Institute for Nuclear Physics?
Matteo Guida is listed as Postdoctoral Researcher at Max-Planck Institute for Nuclear Physics.
Where is Matteo Guida based?
Matteo Guida is based in Heidelberg, Baden-württemberg, Germany while working with Max-Planck Institute for Nuclear Physics.
What companies has Matteo Guida worked for?
Matteo Guida has worked for Max-Planck-Institut Für Kernphysik, Max-Planck Institute For Nuclear Physics, Heidelberg University, and Infn.
How can I contact Matteo Guida?
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What schools did Matteo Guida attend?
Matteo Guida holds Master Of Science - Ms, Physics Of Data, 110/110 from Università Degli Studi Di Padova.
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