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Biagio Lucini
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2020 – today
- 2024
- [i9]Gert Aarts, Biagio Lucini, Chanju Park:
Stochastic weight matrix dynamics during learning and Dyson Brownian motion. CoRR abs/2407.16427 (2024) - 2022
- [i8]Denis Boyda, Salvatore Calì, Sam Foreman
, Lena Funcke
, Daniel C. Hackett, Yin Lin, Gert Aarts
, Andrei Alexandru, Xiao-Yong Jin
, Biagio Lucini, Phiala E. Shanahan:
Applications of Machine Learning to Lattice Quantum Field Theory. CoRR abs/2202.05838 (2022) - 2021
- [i7]Dimitrios Bachtis, Gert Aarts
, Biagio Lucini
:
Quantum field-theoretic machine learning. CoRR abs/2102.09449 (2021) - [i6]Dimitrios Bachtis, Gert Aarts
, Biagio Lucini
:
Machine learning with quantum field theories. CoRR abs/2109.07730 (2021) - [i5]Nicholas Sale
, Jeffrey Giansiracusa, Biagio Lucini
:
Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology. CoRR abs/2109.10960 (2021) - [i4]Dimitrios Bachtis, Gert Aarts
, Biagio Lucini
:
Quantum field theories, Markov random fields and machine learning. CoRR abs/2110.10928 (2021) - 2020
- [i3]Dimitrios Bachtis, Gert Aarts
, Biagio Lucini
:
Extending machine learning classification capabilities with histogram reweighting. CoRR abs/2004.14341 (2020) - [i2]Dimitrios Bachtis, Gert Aarts
, Biagio Lucini
:
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration. CoRR abs/2010.00054 (2020)
2010 – 2019
- 2016
- [c1]Ed Bennett
, Biagio Lucini
, Luigi Del Debbio, Kirk E. Jordan, Agostino Patella, Claudio Pica
, Antonio Rago
:
BSMBench: A flexible and scalable HPC benchmark from beyond the standard model physics. HPCS 2016: 834-839 - 2014
- [i1]Ed Bennett
, Luigi Del Debbio, Kirk E. Jordan, Biagio Lucini
, Agostino Patella, Claudio Pica, Antonio Rago
:
BSMBench: a flexible and scalable supercomputer benchmark from computational particle physics. CoRR abs/1401.3733 (2014)
2000 – 2009
- 2005
- [j1]Fabien Alet
, Biagio Lucini
, Michele Vettorazzo:
A cluster algorithm for lattice gauge theories. Comput. Phys. Commun. 169(1-3): 370-373 (2005)
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