Lattice seminar

Decorrelating lattice correlators

by Dr Antonin Portelli

Europe/Zurich
4/2-037 - TH meeting room (CERN)

4/2-037 - TH meeting room

CERN

18
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Description

We present a new method aiming at addressing the well-known issue of ill-conditioned correlation matrices for Euclidean time correlators relevant for lattice calculations. We propose to transform the data through a linear and invertible regulated Laplace filter, and show that it systematically reduces the correlations in the data. Since this method is based on a modification of the data rather than a direct regularisation of the correlation matrix, it introduces no additional systematic errors or modifications to the interpretation of goodness-of-fit tests. We discuss how the filter regulator can be optimised to maximise the improvement on a specific correlator and time range. We also show that further improvement can be obtained by combining the filter with a downsampling step.

Zoom Meeting ID
68098777127
Host
Elena Gianolio
Alternative hosts
Tobias Tsang, Pascal Pignereau, Andreas Juttner, Simon Kuberski, Matteo Di Carlo, Felix Benjamin Erben, Jacob Friedrich Finkenrath
Passcode
11900596
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