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Biagio Lucini
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2020 – today
- 2024
- [i11]Gert Aarts, Biagio Lucini, Chanju Park:
Stochastic weight matrix dynamics during learning and Dyson Brownian motion. CoRR abs/2407.16427 (2024) - [i10]Gert Aarts, Ouraman Hajizadeh, Biagio Lucini, Chanju Park:
Dyson Brownian motion and random matrix dynamics of weight matrices during learning. CoRR abs/2411.13512 (2024) - [i9]Chanju Park, Matteo Favoni, Biagio Lucini, Gert Aarts:
Random Matrix Theory for Stochastic Gradient Descent. CoRR abs/2412.20496 (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)
Coauthor Index
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