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Publications

Selected papers. The full list is on Google Scholar.

  1. Asymmetric scaling laws from sparse features J. Sous and M. Winer Conference on Neural Information Processing Systems (NeurIPS 2026)
  2. Extrapolation across phase transitions with polynomial and kernel regression: Error bounds and power-law scaling J. Wei, M. Zampetakis, and J. Sous Conference on Neural Information Processing Systems (NeurIPS 2026)
  3. Weakened topological protection of the quantum Hall effect in a cavity V. Rokaj, J. Wang, J. Sous, M. Penz, M. Ruggenthaler, and A. Rubio Phys. Rev. Lett. 131, 196602 (2023)
  4. Absence of a BCS-BEC crossover in the cuprate superconductors J. Sous, Y. He, and S. A. Kivelson npj Quantum Mater. 8, 25 (2023), Perspective
  5. Bipolaronic high-temperature superconductivity C. Zhang, J. Sous, D. R. Reichman, M. Berciu, A. J. Millis, N. V. Prokof'ev, and B. V. Svistunov Phys. Rev. X 13, 011010 (2023)
  6. Phonon-induced disorder in dynamics of optically pumped metals from nonlinear electron-phonon coupling J. Sous, B. Kloss, D. M. Kennes, D. R. Reichman, and A. J. Millis Nat. Commun. 12, 5803 (2021)
  7. Extrapolating quantum observables with machine learning: Inferring multiple phase transitions from properties of a single phase R. A. Vargas-Hernández, J. Sous, M. Berciu, and R. V. Krems Phys. Rev. Lett. 121, 255702 (2018)
  8. Light bipolarons stabilized by Peierls electron-phonon coupling J. Sous, M. Chakraborty, R. V. Krems, and M. Berciu Phys. Rev. Lett. 121, 247001 (2018)

Last updated October 2026.