21.6k citations · 88k across the 374 of their papers we have counts for
369 papers
Directing Open-Ended Evolution in Artificial Life via Multi-Scale Path Divergence
Mikhail Akhtyrchenko, Mikhail I. Katsnelson, Andrey Ustyuzhanin
Open-ended evolution (OEE) in artificial life is typically driven by uninterpretable, black-box neural-network complexity metrics, leaving life-like systems disconnected from physi…
Invariant multiscale neural networks for data-scarce scientific applications
I. Schurov, D. Alforov, M. Katsnelson +2
Success of machine learning (ML) in the modern world is largely determined by abundance of data. However at many industrial and scientific problems, amount of data is limited. Appl…
Stability of a quantum skyrmion: projective measurements and the quantum Zeno effect
Fabio Salvati, Mikhail I. Katsnelson, Andrey A. Bagrov +1
Magnetic skyrmions are vortex-like quasiparticles characterized by long lifetime and remarkable topological properties. That makes them a promising candidate for the role of inform…
Strong electron-phonon coupling and phonon-induced superconductivity in tetragonal CN with hole doping
Alexander N. Rudenko, Danis I. Badrtdinov, Igor A. Abrikosov +1
CN is a recently discovered phase of carbon nitrides with the tetragonal crystal structure [D.Laniel , Adv. Mater. 2023, 2308030] that is stable at ambient…
Charge transfer-induced Lifshitz transition and magnetic symmetry breaking in ultrathin CrSBr crystals
Marco Bianchi, Kimberly Hsieh, Esben Juel Porat +9
Ultrathin CrSBr flakes are exfoliated \emph{in situ} on Au(111) and Ag(111) and their electronic structure is studied by angle-resolved photoemission spectroscopy. The thin flakes'…
NbCl: A Prototypical Layered Mott-Hubbard Insulator
Sergii Grytsiuk, Mikhail I. Katsnelson, Erik G. C. P. van Loon +1
The Hubbard model provides an idealized description of electronic correlations in solids. Despite its simplicity, the model features a competition between several different phases…