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ATTENTION: Wednesday October 20th, from 1:30pm to 2:00pm a maintenance intervention will be carried out on All changes made to the contents, during this interval, could be canceled at the end of the intervention. Therefore, please anticipate or postpone these operations outside the scheduled maintenance interval.
16-20 September 2019
Bologna, CNAF
Europe/Rome timezone
School on Open Science Cloud

Machine/Deep Learning in HEP

17 Sep 2019, 10:00
Aula 1 (floor -1) (Dipartimento di Fisica)

Aula 1 (floor -1)

Dipartimento di Fisica

Viale Berti Pichat 6/2 40127 Bologna


Prof. Daniele Bonacorsi (University of Bologna)


The speaker will give an overview of the utilisation of ML/DL techniques in High Energy Physics, with and without accelerators, giving (selected) examples. The talk will present the impact of such techniques in triggering, tracking and reconstruction, end-user data analysis, computing infrastructure optimization, etc. The talk will also discuss the transition from the use of field-specific knowledge for feature engineering to the use of full high-dimensional feature space to train cutting-edge ML algorithms, and will discuss possible evolutions of the role of ML/DL in HEP.

Presentation Materials