Pataki Ármin Bálint

PhD candidate

Supervisor: prof. Istvan Csabai, (2022)

Department of Physics of Complex Systems

Room(s): North Building 5.104
Phone(s): +36-1-372-2500
Extension(s): 6577
Mobile(s): n.a.
Homepage: n.a.


After graduation in Physics from the ELTE, currently, I am doing my Ph.D. at the Physics of Complex Systems Department. My main research interest is machine learning and its application in the sciences.

Links to associated scientific database profiles:

Selected publications of recent years:

  1. Ribli, Dezső, Bálint Ármin Pataki, and István Csabai. "An improved cosmological parameter inference scheme motivated by deep learning." Nature Astronomy 3.1 (2019): 93.
  2. Ribli, Dezső, et al. "Weak lensing cosmology with convolutional neural networks on noisy data." arXiv preprint arXiv:1902.03663 (2019).
  3. Matamoros, Sébastien, et al. "Accelerating surveillance and research of antimicrobial resistance-an online repository for sharing of antimicrobial susceptibility data associated with whole genome sequences." bioRxiv (2019): 532267.