P. Giannetti
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View article: Intel Stratix 10 FPGA design for track reconstruction for the ATLAS experiment at the HL-LHC
Intel Stratix 10 FPGA design for track reconstruction for the ATLAS experiment at the HL-LHC Open
The fast reconstruction of charged particle tracks with high efficiency and track quality is an essential part of the online data selection for the ATLAS experiment at the High Luminosity LHC. Dedicated custom designed hardware boards and …
View article: Intel Stratix 10 FPGA design for track reconstruction for the ATLAS experiment at the HL-LHC
Intel Stratix 10 FPGA design for track reconstruction for the ATLAS experiment at the HL-LHC Open
The fast reconstruction of charged particle tracks with high efficiency and track quality is an essential part of the online data selection for the ATLAS experiment at the High-Luminosity LHC. Dedicated custom designed hardware boards and …
View article: Variant-driven multi-wave pattern of COVID-19 via a Machine Learning analysis of spike protein mutations
Variant-driven multi-wave pattern of COVID-19 via a Machine Learning analysis of spike protein mutations Open
Applying a ML approach to the temporal variability of the Spike protein sequence enables us to identify, classify and track emerging virus variants. Our analysis is unbiased, in the sense that it does not require any prior knowledge of the…
View article: Pattern-Matching Unit for Medical Applications
Pattern-Matching Unit for Medical Applications Open
We explore the application of concepts developed in High Energy Physics (HEP) for advanced medical data analysis. Our study case is a problem with high social impact: clinically-feasible Magnetic Resonance Fingerprinting (MRF). MRF is a ne…
View article: Design of a hardware track finder (Fast Tracker) for the ATLAS trigger
Design of a hardware track finder (Fast Tracker) for the ATLAS trigger Open
The use of tracking information at the trigger level in the LHC Run II period is crucial for the trigger an data acquisition (TDAQ) system and will be even more so as contemporary collisions that occur at every bunch crossing will increase…