Dimitrios Bachtis

According to our database1, Dimitrios Bachtis authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
0
1
2
3
4
2
1
3
2
1

Legend:

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Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Lattice φ<sup>4</sup> field theory as a multi-agent system of financial markets.
CoRR, 2024

Generating configurations of increasing lattice size with machine learning and the inverse renormalization group.
CoRR, 2024

Cascade of phase transitions in the training of energy-based models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Inverse Renormalization Group of Disordered Systems.
CoRR, 2023

2021
Quantum field theories, Markov random fields and machine learning.
CoRR, 2021

Machine learning with quantum field theories.
CoRR, 2021

Quantum field-theoretic machine learning.
CoRR, 2021

2020
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration.
CoRR, 2020

Extending machine learning classification capabilities with histogram reweighting.
CoRR, 2020


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