Simone Romiti
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Lattice Data Tools

Statistical analysis of lattice data

Python
git
R
Makefile
LaTeX
Creator and maintainer
Published

November 1, 2021

I am the creator and maintainer of the library lattice_data_tools, a software toolkit for the statistical analysis of lattice data. Some features are, for instance:

  • Extraction of effective masses and amplitudes from lattice correlators
  • Standard routines in the calculation of the hadronic contributions to \((g-2)_\mu\)
  • Analysis of Monte Carlo trajectories
  • Bootstrap and jackknife sampling
  • Least-squares fit of functions \(\mathbb{R}^n \to \mathbb{R}^{m}\)
  • Bayesian Model Averaging, Akaike’s Information Criterion

lattice_data_tools is also part of the Lattice QFT software list.

Simone Romiti ©