[Indico] [Event reminder] Manuel Szewc: Modeling Hadronization with Machine Learning (27/06/2024, 14:00 Europe/Ljubljana)

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lorenzo...@ijs.si

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Jun 25, 2024, 8:00:08 AM6/25/24
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Please note that the event "Manuel Szewc: Modeling Hadronization with Machine Learning" will start on 27 Jun 2024, 14:00 (Europe/Ljubljana).
It will take place at F1 tea room (https://zoom.us/j/3601731049?pwd=bVNQRjUxU2ExZ0cveWcxYXNUUGdjZz09).

You can access the full event here:
https://indico.ijs.si/e/2088

Description
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A fundamental part of event generation, hadronization is currently simulated with the help of fine-tuned empirical models. Motivated by the difficulties of these models, in this talk I'll present MLHAD: a proposed alternative where the empirical model is replaced by a surrogate Machine Learning-based model to be ultimately data-trainable. I'll detail the current stage of development and discuss challenges and possible ways forward.


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lorenzo...@ijs.si

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Jun 27, 2024, 6:00:11 AM6/27/24
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