Identifikace částic v experimentech fysiky vysokych energií a ve vesmíru s pokročilými detekčními systémy
- NázevTitle
- Identifikace částic v experimentech fysiky vysokych energií a ve vesmíru s pokročilými detekčními systémyParticle identification in high-energy physics experiments and space with advanced detection systems
- PoskytovatelProvider
- Grantová agentura České republikyCzech Science Foundation
- ProgramProgramme
- JUNIOR STARJUNIOR STAR
- Kód CEPCEP code
- GM23-04869M
- Datum zahájeníStart date
- 2023-01-01
- Datum ukončeníEnd date
- 2027-12-31
- Vztah ČVUTCTU relation
- ČVUT je v pozici příjemce jako jediný účastník projektuCTU is the only beneficiary participant in the project
- Řešitel ČVUTCTU investigator
- MSc. Benedikt Ludwig Bergmann, Ph.D.
- Řešitelský tým (ÚTEF)Team (UTEF)
- Milan Beneš (člen řešitelského týmuresearch team member)
- Stefan Gohl, Ph.D. (člen řešitelského týmuresearch team member)
- Lukáš Javora (člen řešitelského týmuresearch team member)
- Ing. Mgr. Petr Mánek, Ph.D. (člen řešitelského týmuresearch team member)
- Petr Smolyanskiy, Ph.D. (člen řešitelského týmuresearch team member)
- Catalina Lesmes Ramirez (člen řešitelského týmuresearch team member)
AbstraktAbstract
Navrhovaný projekt směřuje k využití detekčních systémů založených na hybridních pixelových detektorech typu Timepix, které dovolují polohově citlivou detekci částic v reálném čase. Tento vývoj vychází z potřeb fyzikálních experimentů realizovaných na urychlovačích a ve vesmíru. Ke zvýšení spolehlivosti identifikace registrovaných částic a přesnosti rekonstrukce jejich drah bude využito jak nových technologických trendů ve vývoji integrovaných obvodů a polovodičových senzorů tak i moderních počítačových metod zpracování dat. K určení charakteristických rysů drah částic bude využita umělá inteligence. Pixelová struktura detektoru a jeho očekávané časové rozlišení na úrovni 200 ps umožní určovat kromě dE/dX i 3D souřadnice drah částic v senzoru včetně směrů jejich letu. Vyvinuté detekční systémy a metodika vyhodnocování dat budou současně využívány i k měření charakteristik směsných radiačních polí v experimentech ATLAS a MoEDAL na LHC a na oběžných drahách Země. Výstupy řešení projektu lze očekávat ve formě 10-15 publikací v impaktovaných časopisech a 2-3 v konferenčních sbornících.
The proposed project addresses the development of radiation detection systems for real-time measurement of radiation field characteristics, based on hybrid pixel detectors of the Timepix family. This development is driven by the needs of physics experiments at accelerators and in space. Particle type identification accuracy and precision of trajectory reconstruction shall be improved by utilizing novel chip technology and sensor materials in combination with state-of-the-art computer science methods. Artificial intelligence will be used for exploiting the characteristic features of particle traces in the sensors. Besides 3D particle trajectory and dE/dX measurement, detector segmentation and an expected time resolution of 200 ps also provide information about the direction of particle flight. Developed detection systems and data evaluation methodology will be applied also to the mixed radiation fields found in the ATLAS and MoEDAL experiments at the LHC, and in Space. The expected outputs are 10-15 publications in impacted journals and 2-3 conference proceedings.
VýsledkyResults
- Results and perspectives of Timepix detectors in Space: From radiation monitoring in low earth orbit to astroparticle physics?!Results and perspectives of Timepix detectors in Space: From radiation monitoring in low earth orbit to astroparticle physics?!
- Timepix in particle and nuclear phyiscs – from big machines and tabletop experimentsTimepix in particle and nuclear phyiscs – from big machines and tabletop experiments
- Particle tracking and identification with single-layer Timepix-series detectorsParticle tracking and identification with single-layer Timepix-series detectors
- Experimental Determination of the Charge Carrier Transport Models for Improving the Simulation of the HR GaAs:Cr Detectors’ ResponseExperimental Determination of the Charge Carrier Transport Models for Improving the Simulation of the HR GaAs:Cr Detectors’ Response
- Timepix4 chipboard and readout conceptTimepix4 chipboard and readout concept
- POKROČILÉ METODY DEKOMPOZICE RADIAČNÍHO POLE HYBRIDNÍMI PIXELOVÝMI DETEKTORYAdvanced methodology for radiation field decomposition with hybrid pixel detectors
- Timepix detectors in Space: From radiation monitoring in low earth orbit to astroparticle physicsTimepix detectors in Space: From radiation monitoring in low earth orbit to astroparticle physics
- Evaluation of a Timepix3 Telescope for Applications as a Compton Scatter Polarimeter for Hard X- and Soft γ-RaysEvaluation of a Timepix3 Telescope for Applications as a Compton Scatter Polarimeter for Hard X- and Soft γ-Rays
- Evaluation of Timepix3 as a luminosity detector at LHC during 2018 pp collisions at s=13 TeVEvaluation of Timepix3 as a luminosity detector at LHC during 2018 pp collisions at s=13 TeV
- Particle tracking and identification with Timepix-series detector setups in nuclear, particle and astrophysicsParticle tracking and identification with Timepix-series detector setups in nuclear, particle and astrophysics
- Calibrating p-i-n Diodes for Displacement Damage Monitoring in a Space Radiation EnvironmentCalibrating p-i-n Diodes for Displacement Damage Monitoring in a Space Radiation Environment
- Electron Emission Channeling for lattice location of radioactive isotopes in single crystals: Improvements from a Timepix3 quad detector and new PyFDD data analysis software,Electron Emission Channeling for lattice location of radioactive isotopes in single crystals: Improvements from a Timepix3 quad detector and new PyFDD data analysis software,
- Timepix in High Energy Physics and Fundamental ResearchTimepix in High Energy Physics and Fundamental Research
- Results and Perspectives of Timepix Detectors in Space—From Radiation Monitoring in Low Earth Orbit to Astroparticle PhysicsResults and Perspectives of Timepix Detectors in Space—From Radiation Monitoring in Low Earth Orbit to Astroparticle Physics
- Electron/hadron separation with the TRD based on GaAs pixel detectorsElectron/hadron separation with the TRD based on GaAs pixel detectors
- The MoEDAL-MAPP experiment: Recent results and upgrade plansThe MoEDAL-MAPP experiment: Recent results and upgrade plans
- Track Lab: extensible data acquisition software for fast pixel detectors, online analysis and automationTrack Lab: extensible data acquisition software for fast pixel detectors, online analysis and automation
- Parallel CPU- and GPU-based connected component algorithms for event building for hybrid pixel detectorsParallel CPU- and GPU-based connected component algorithms for event building for hybrid pixel detectors
- Experimental evidence of production of directional muons from a laser-wakefield acceleratorExperimental evidence of production of directional muons from a laser-wakefield accelerator
- Evaluation of Timepix2 in adaptive gain mode for stopped and penetrating position-sensitive ion spectroscopyEvaluation of Timepix2 in adaptive gain mode for stopped and penetrating position-sensitive ion spectroscopy
- Introducing Timepix2-Lite: A Miniaturized Readout Interface Enabling Nanosecond-Scale Half-Life MeasurementIntroducing Timepix2-Lite: A Miniaturized Readout Interface Enabling Nanosecond-Scale Half-Life Measurement
- Precision measurement of the half-lifes of the excited nuclear states in Fe-57Precision measurement of the half-lifes of the excited nuclear states in Fe-57
- Particle tracking and identification with Timepix-series detector setups in nuclear, particle and astrophysicsParticle tracking and identification with Timepix-series detector setups in nuclear, particle and astrophysics
- Measurement of electron fluxes in a Low Earth Orbit with SATRAM and comparison to EPT dataMeasurement of electron fluxes in a Low Earth Orbit with SATRAM and comparison to EPT data
- Neutron detectors based on position-sensitive semiconductors for application in mixed radiation fieldsNeutron detectors based on position-sensitive semiconductors for application in mixed radiation fields
- Introduction to particle classification and trajectory reconstruction with Timepix-type detectorsIntroduction to particle classification and trajectory reconstruction with Timepix-type detectors
- Extending the time-over-threshold calibration of Timepix3 for spatial-resolved ion spectroscopyExtending the time-over-threshold calibration of Timepix3 for spatial-resolved ion spectroscopy
- Study of Temperature Influence on Timepix2 Energy MeasurementsStudy of Temperature Influence on Timepix2 Energy Measurements
- Evaluation of Timepix3 with a 1 mm thick silicon sensor as a Compton imaging polarimeter in the hard X-ray bandEvaluation of Timepix3 with a 1 mm thick silicon sensor as a Compton imaging polarimeter in the hard X-ray band
- A two-layer Timepix3 stack for improved charged particle tracking and radiation field decompositionA two-layer Timepix3 stack for improved charged particle tracking and radiation field decomposition
- Characterization of a 5 mm thick CZT-Timepix3 pixel detector for energy-dispersive γ-ray and particle trackingCharacterization of a 5 mm thick CZT-Timepix3 pixel detector for energy-dispersive γ-ray and particle tracking