Dimitrios Bachtis

According to our database, Dimitrios Bachtis authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Modelling financial time series with ϕ⁴ quantum field theory.

Dimitrios Bachtis, David S. Berman, Arabella Schelpe

CoRR, December, 2025

2024

Lattice φ⁴ field theory as a multi-agent system of financial markets.

Dimitrios Bachtis

CoRR, 2024

Generating configurations of increasing lattice size with machine learning and the inverse renormalization group.

Dimitrios Bachtis

CoRR, 2024

Cascade of phase transitions in the training of energy-based models.

Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Inverse Renormalization Group of Disordered Systems.

Dimitrios Bachtis

CoRR, 2023

2021

Quantum field theories, Markov random fields and machine learning.

Dimitrios Bachtis, Gert Aarts, Biagio Lucini

CoRR, 2021

Machine learning with quantum field theories.

Dimitrios Bachtis, Gert Aarts, Biagio Lucini

CoRR, 2021

Quantum field-theoretic machine learning.

Dimitrios Bachtis, Gert Aarts, Biagio Lucini

CoRR, 2021

2020

Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration.

Dimitrios Bachtis, Gert Aarts, Biagio Lucini

CoRR, 2020

Extending machine learning classification capabilities with histogram reweighting.

Dimitrios Bachtis, Gert Aarts, Biagio Lucini

CoRR, 2020