Open Access
Regular Article
Deep learning-based superconductivity prediction and experimental tests
Published online: 22 January 2025
DOI: 10.1140/epjp/s13360-024-05947-w
EPJ Plus
Focus Point on Machine Learning for Materials Physics: From Pitfalls to Best Practices
D. Di Sante and A. M. Sengupta (Guest Editors)
Open Access
Regular Article
Compressing the two-particle Green’s function using wavelets: Theory and application to the Hubbard atom
Published online: 07 August 2024
DOI: 10.1140/epjp/s13360-024-05403-9
Review
Neural-network quantum states for many-body physics
Published online: 19 July 2024
DOI: 10.1140/epjp/s13360-024-05311-y
Open Access
Regular Article
Advancing tribological simulations of carbon-based lubricants with active learning and machine learning molecular dynamics
Published online: 25 June 2024
DOI: 10.1140/epjp/s13360-024-05348-z
Regular Article
Hardness and fracture toughness models by symbolic regression
Published online: 24 July 2023
DOI: 10.1140/epjp/s13360-023-04273-x
Open Access
Regular Article
Detecting topological phases in the square–octagon lattice with statistical methods
Published online: 18 April 2023
DOI: 10.1140/epjp/s13360-023-03937-y
