28 October 2025 to 1 November 2025
CHEP, IISc
Asia/Kolkata timezone

Talk 8 - Srijit Paul (University of Maryland, USA): Machine Learning in Measurements

29 Oct 2025, 16:30
1h 30m
CHEP, IISc

CHEP, IISc

Description

We summarize the recent machine learning efforts to tackle the computational and analytical challenges one faces in performing a lattice measurement. We start with direct methods which take in configurations and try to predict the final physical observable/correlator. Next, we briefly touch upon ML methods to perform inversions. Finally we elaborate on various noise reduction and computational effort reduction strategies using ML techniques.

Presentation materials

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