124 citations
- Institute of SpectroscopyRU37 papers
- Kurchatov InstituteRU30 papers
- University of the Basque CountryES16 papers
- Moscow Institute of Physics and TechnologyRU14 papers
- Belarusian State UniversityBY10 papers
- Russian Academy of SciencesRU10 papers
- CIC nanoGUNEES9 papers
- University of NottinghamGB6 papers
- European Theoretical Spectroscopy FacilityBE3 papers
- Institut Català de Nanociència i NanotecnologiaES3 papers
- All Russia Research Institute of AutomaticsRU2 papers
- Material Physics CenterES2 papers
41 papers
Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption Models
Rodion Krjutškov, Eduard Barbu, Nikos Sakkas +1
Energy consumption forecasting relies on increasingly complex machine learning (ML) models, such as Genetic Programming-based symbolic regressors, whose predictions can be difficul…
Robust structural superlubricity of twisted graphene bilayer and domain walls between commensurate moiré pattern domains from first-principles calculations
Irina V. Lebedeva, Andrey M. Popov, Yulia G. Polynskaya +3
Twisted graphene layers exhibit extremely low friction for relative sliding. Nevertheless, previous studies suggest that the area contribution to friction for commensurate moiré sy…
Path-integral molecular dynamics with actively-trained and universal machine learning force fields
A. A. Solovykh, N. E. Rybin, I. S. Novikov +1
Accounting for nuclear quantum effects (NQEs) can significantly alter material properties at finite temperatures. Atomic modeling using the path-integral molecular dynamics (PIMD)…
Magnetic and electronic properties of 1D hybrid nanoobjects composed of alternating polycyclic hydrocarbon regions and double carbon chains
Irina V. Lebedeva, Sergey A. Vyrko, Alexander S. Sinitsa +5
It has been proposed recently that 1D hybrid nanoobjects consisting of alternating double carbon chains and polycyclic carbon regions can be obtained from graphene nanoribbons of a…
On the Feasibility of Battery-Less LoRaWAN Communications using Energy Harvesting
Carmen Delgado, Jos é María Sanz, Jeroen Famaey
From the outset, batteries have been the main power source for the Internet of Things (IoT). However, replacing and disposing of billions of dead batteries per year is costly in te…
Optimal model of semi-infinite graphene for ab initio calculations of reactions at graphene edges by the example of zigzag edge reconstruction
Yulia G. Polynskaya, Irina V. Lebedeva, Andrey A. Knizhnik +1
We investigate how parameters of the model of semi-infinite graphene based on a graphene nanoribbon under periodic boundary conditions affect the accuracy of ab initio calculations…