Biagio Lucini

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 9

Top Topics

Iterative Conditional

Machine Learning

Brownian Motion

Top Venues

Publications

Gert Aarts, Biagio Lucini, Chanju Park
Stochastic weight matrix dynamics during learning and Dyson Brownian motion. CoRR (2024)
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 (2022)
Dimitrios Bachtis, Gert Aarts, Biagio Lucini
Machine learning with quantum field theories. CoRR (2021)
Dimitrios Bachtis, Gert Aarts, Biagio Lucini
Quantum field theories, Markov random fields and machine learning. CoRR (2021)
Dimitrios Bachtis, Gert Aarts, Biagio Lucini
Quantum field-theoretic machine learning. CoRR (2021)
Nicholas Sale, Jeffrey Giansiracusa, Biagio Lucini
Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology. CoRR (2021)
Dimitrios Bachtis, Gert Aarts, Biagio Lucini
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration. CoRR (2020)
Dimitrios Bachtis, Gert Aarts, Biagio Lucini
Extending machine learning classification capabilities with histogram reweighting. CoRR (2020)
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)
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 (2014)
Fabien Alet, Biagio Lucini, Michele Vettorazzo
A cluster algorithm for lattice gauge theories. Comput. Phys. Commun. 169 (1-3) (2005)