Dimitrios Bachtis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Quantified Boolean Formulae

Phase Transition

Top Venues

Publications

Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
Cascade of phase transitions in the training of Energy-based models. CoRR (2024)
Dimitrios Bachtis
Generating configurations of increasing lattice size with machine learning and the inverse renormalization group. CoRR (2024)
Dimitrios Bachtis
Inverse Renormalization Group of Disordered Systems. CoRR (2023)
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)
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)