Publisher
Springer Nature Switzerland
Reference27 articles.
1. Carrasquilla, J., Melko, R.G.: Machine learning phases of matter. Nat. Phys. 13(5), 431–434 (2017)
2. Bachtis, D., Aarts, G., Lucini, B.: Mapping distinct phase transitions to a neural network. Phys. Rev. E 102(5), 053306 (2020)
3. Van Nieuwenburg, E.P., Liu, Y.H., Huber, S.D.: Learning phase transitions by confusion. Nat. Phys. 13, 435–439 (2017)
4. Morningstar, A., Melko, R.G.: Deep learning the Ising model near criticality. J. Mach. Learn. Res. 18(163), 1–17 (2018)
5. Westerhout, T., et al.: Generalization properties of neural network approximations to frustrated magnet ground states. Nat. Commun. 11, 1593 (2020)