Mesoscale and Nanoscale Physics · Physics
Computational methods for 2D materials modelling
A. Carvalho, P. E. Trevisanutto, S. Taioli, A. H. Castro Neto
2021-10-27
Computational Physics · Physics
Impressive computational acceleration by using machine learning for 2-dimensional super-lubricant materials discovery
Marco Fronzi, Mutaz Abu Ghazaleh, Olexandr Isayev, David A. Winkler +2
2020-07-30
Mesoscale and Nanoscale Physics · Physics
Machine learning approach to genome of two-dimensional materials with flat electronic bands
Anupam Bhattacharya, Ivan Timokhin, Ratnamala Chatterjee, Qian Yang +1
2023-06-09
Superconductivity · Physics
Systematic electronic structure in the cuprate parent state from quantum many-body simulations
Zhi-Hao Cui, Huanchen Zhai, Xing Zhang, Garnet Kin-Lic Chan
2022-09-19
Materials Science · Physics
Review of the Synergies Between Computational Modeling and Experimental Characterization of Materials Across Length Scales
Rémi Dingreville, Richard A. Karnesky, Guillaume Puel, Jean-Hubert Schmitt
2016-01-12
Strongly Correlated Electrons · Physics
Quantitative Description of Strongly Correlated Materials by Combining Downfolding Techniques and Tensor Networks
Daan Vrancken, Simon Ganne, Daan Verraes, Tom Braeckevelt +4
2025-08-13
Strongly Correlated Electrons · Physics
Model Hamiltonian for strongly-correlated systems: Systematic, self-consistent, and unique construction
Ryan Requist, E. K. U. Gross
2019-03-26
Strongly Correlated Electrons · Physics
A Bespoke Single-Band Hubbard Model Material
S. M. Griffin, P. Staar, T. C. Schulthess, M. Troyer +1
2016-02-17
Strongly Correlated Electrons · Physics
Intertwined states at finite temperatures in the Hubbard model
E. W. Huang, W. O. Wang, J. K. Ding, T. Liu +4
2021-09-14
Strongly Correlated Electrons · Physics
Machine learning electron correlation in a disordered medium
Jianhua Ma, Puhan Zhang, Yaohua Tan, Avik W. Ghosh +1
2019-02-18
Strongly Correlated Electrons · Physics
Magnetization Plateaux in Quasi-One-Dimensional Strongly Correlated Electron Systems: A Brief Review
D. C. Cabra, M. D. Grynberg, A. Honecker, P. Pujol
2007-05-23
Strongly Correlated Electrons · Physics
Numerical Studies of the two-leg Hubbard ladder
Zheng Weihong, J. Oitmaa, C. J. Hamer, R. J. Bursill
2009-10-31
Strongly Correlated Electrons · Physics
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data
Cole Miles, Annabelle Bohrdt, Ruihan Wu, Christie Chiu +6
2021-06-24