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Machine learning approaches towards tuning ALICE TRD simulations

In this work an exploration of the discrepancies existing between real and simulated data pertaining to the ALICE Transition Radiation Detector is carried out as a motivation to tune the necessary parameters in the ALICE Online-Offline simulation software (O2 ). After such exploration a single param...

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Bibliographic Details
Main Author: Ramraj, Nikhiel
Other Authors: Dietel, Thomas
Format: Thesis
Language:Eng
Published: Department of Statistical Sciences 2024
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