Name: Benkő Zsigmond PhD
Position: Research Fellow
Address: Deptartment of Computational Sciences,
HUN-REN Wigner Research Centre for Physics,
29-33 Konkoly-Thege M. Road ,
Budapest, H-1121, Hungary
Office: KFKI Campus, Building 6, Floor 2, Room 6.
Phone: +36 1 392 2222 x3257
E-mail: benko.zsigmond@wigner.hu
Research interests
Causal discovery, Data analysis, Machine learning, Deep Learning, Reinforcement Learning
Studies
2021- : Research Fellow, Wigner RCP, Hungary
2017-2021: MTA Junior researcher, Wigner RCP, Hungary
2014-2017 :Phd studies, Semmelweis University – Wigner RCP, Hungary
2011-2014: Biophysics Msc., Eötvös University, Hungary
2006-2011: Biology Bsc, Eötvös University, Hungary
Selected Recent Publications
Zsigmond Benkő, Bálint Varga, Marcell Stippinger, Zoltán Somogyvári, Detecting causality in the frequency domain with Cross-Mapping Coherence, Physica D: Nonlinear Phenomena, Volume 477, 2025, 134708, ISSN 0167-2789, https://doi.org/10.1016/j.physd.2025.134708.
Zsigmond Benkő, Ádám Zlatniczki, Marcell Stippinger, Dániel Fabó, András Sólyom, Loránd Erőss, András Telcs, Zoltán Somogyvári, Bayesian inference of causal relations between dynamical systems, Chaos, Solitons & Fractals, Volume 185, 2024, 115142, ISSN 0960-0779, https://doi.org/10.1016/j.chaos.2024.115142.
Benkő, Z., Bábel, T. & Somogyvári, Z. Model-free detection of unique events in time series. Sci Rep 12, 227. 2022. https://doi.org/10.1038/s41598-021-03526-y.
Benkő Z, Stippinger M, Rehus R, Bencze A, Fabó D, Hajnal B, Eröss LG, Telcs A, Somogyvári Z. Manifold-adaptive dimension estimation revisited. PeerJ Computer Science 8:e790. 2022. https://doi.org/10.7717/peerj-cs.790.