Zohar Ringel
Associate professor at the Racah Institute of Physics
The Hebrew University of Jerusalem

Publications

Last updated on Nov. 2021, see also my Google Scholar Profile.
  1. Cohen, Omry; Malka, Or; Ringel, Zohar; Learning curves for overparametrized deep neural networks: A field theory perspectivel; Physical Review Research (2021)
  2. Gordon, Amit; Banerjee, Aditya; Koch-Janusz, Maciej; Ringel, Zohar; Relevance in the Renormalization Group and in Information Theory; Phys. Rev. Lett. (2021)
  3. Gökmen, Doruk Efe; Ringel, Zohar; Huber, Sebastian D; Koch-Janusz, Maciej ;Statistical physics through the lens of real-space mutual information; Phys. Rev. Lett. (2021)
  4. Gökmen, Doruk Efe; Ringel, Zohar; Huber, Sebastian D; Koch-Janusz, Macie; jPhase diagrams with real-space mutual information neural estimation; Phys. Rev. B. (2021)
  5. Naveh, Gadi; Ringel, Zohar; A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs ; Neurips (2021)
  6. Retzker, Alexander; Ringel, Zohar; Aharon, Netanel; Method for processing spin magnetometry data ; US Patent App. 17/272,798 (2021)
  7. Naveh, Gadi; Ben-David, Oded; Sompolinsky, Haim; Ringel, Zohar; Predicting the outputs of finite networks trained with noisy gradients ; Phys. Rev. B. (2021)
  8. Lenggenhager, Patrick M; Gökmen, Doruk Efe; Ringel, Zohar; Huber, Sebastian D; Koch-Janusz, Maciej Optimal renormalization group transformation from information theory ; Physical Review X (2020)
  9. Smith, Adam; Golan, Omri; Ringel, Zohar; Intrinsic sign problems in topological quantum field theories ; Physical Review Research (2020)
  10. Smith, Adam; Golan, Omri; Ringel, Zohar; Intrinsic sign problem in fermionic and bosonic chiral topological matter ; Physical Review Research (2020)
  11. Ben-David, Oded; Ringel, Zohar; The role of a layer in deep neural networks: a Gaussian Process perspective; arXiv preprint arXiv:1902.02354 (2019)
  12. Aharon, Nati; Rotem, Amit; McGuinness, Liam P; Jelezko, Fedor; Retzker, Alex; Ringel, Zohar; NV center based nano-NMR enhanced by deep learning ; Scientific reports (2019)
  13. M. Koch-Janusz, Z. Ringel, Mutual information, neural networks and the renormalization group, Nature Physics 14 (6), 578 (2018)
  14. Z. Ringel, R. de Bem, Critical Percolation as a Framework to Analyze the Training of Deep Networks, ICLR Conference Paper (2018)
  15. Z. Ringel, D.L. Kovrizhin, Quantized gravitational responses, the sign problem, and quantum complexity, Science advances 3 (9), e1701758 (2017)
  16. R. Bondesan, Z. Ringel, Classical topological paramagnetism, Physical Review B 95 (17), 174418 (2017)
  17. T. Scaffidi, Z. Ringel, Wave functions of symmetry-protected topological phases from conformal field theories, Physical Review B 93 (11), 115105 (2016)
  18. Z. Ringel, S.H. Simon, Hidden order and flux attachment in symmetry-protected topological phases: A Laughlin-like approach, Physical Review B 91 (19), 195117 (2015)
  19. Z. Ringel, Using weak measurements to extract the Z 2 index of a topological insulator, Physical Review B 91 (24), 241109 (2015)
  20. Ringel, Zohar; Sharp correlations in the ARPES spectra of strongly disordered topological boundary modes ; arXiv preprint arXiv:1509.08464 (2015)
  21. M. Koch-Janusz, Z. Ringel, Interacting and fractional topological insulators via the Z_2 chiral anomaly, Physical Review B 89 (7), 075137 (2014)
  22. Z. Ringel, A. Stern, Z_2 anomaly and boundaries of topological insulators, Physical Review B 88 (11), 115307 (2013)
  23. Z. Ringel, E. Altman, Persistence of phase boundaries between a topological and trivial Z_2 insulator, Physical Review B 87 (3), 035115 (2013)
  24. Y.E. Kraus, Z. Ringel, O. Zilberberg, Four-dimensional quantum Hall effect in a two-dimensional quasicrystal, Physical review letters 111 (22), 226401 (2013)
  25. Y.E. Kraus, Y. Lahini, Z. Ringel, M. Verbin, O. Zilberberg, Topological states and adiabatic pumping in quasicrystals, Physical review letters 109 (10), 106402 (2012)
  26. Z. Ringel, Y.E. Kraus, A. Stern, Strong side of weak topological insulators, Physical Review B 86 (4), 045102 (2012)
  27. Z. Ringel, Y.E. Kraus, Determining topological order from a local ground-state correlation function, Physical Review B 83 (24), 245115 (2011)
  28. Z. Ringel, Y. Imry, O. Entin-Wohlman, Delayed currents and interaction effects in mesoscopic capacitors, Physical Review B 78 (16), 165304 (2008)