Dimitrios Bachtis

11 papers A* 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Modelling financial time series with ϕ CoRR Dimitrios Bachtis, David S. Berman, Arabella Schelpe
2024	J	`jnl`	Cascade of phase transitions in the training of Energy-based models. CoRR Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024	A*	`conf`	Cascade of phase transitions in the training of energy-based models. NeurIPS Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024	J	`jnl`	Generating configurations of increasing lattice size with machine learning and the inverse renormalization group. CoRR Dimitrios Bachtis
2024	J	`jnl`	Lattice φ CoRR Dimitrios Bachtis
2023	J	`jnl`	Inverse Renormalization Group of Disordered Systems. CoRR Dimitrios Bachtis
2021	J	`jnl`	Machine learning with quantum field theories. CoRR Dimitrios Bachtis, Gert Aarts, Biagio Lucini
2021	J	`jnl`	Quantum field theories, Markov random fields and machine learning. CoRR Dimitrios Bachtis, Gert Aarts, Biagio Lucini
2021	J	`jnl`	Quantum field-theoretic machine learning. CoRR Dimitrios Bachtis, Gert Aarts, Biagio Lucini
2020	J	`jnl`	Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration. CoRR Dimitrios Bachtis, Gert Aarts, Biagio Lucini
2020	J	`jnl`	Extending machine learning classification capabilities with histogram reweighting. CoRR Dimitrios Bachtis, Gert Aarts, Biagio Lucini