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N F Petrov

Biographic Data

ID1832265
NAMEN F Petrov
GIVEN NAMESN F
FAMILY NAMEPetrov
SIGNATUREPETROV N F
AFFILIATIONSInstitute of Geophysics
ORCID0000-0003-1312-4363
VERIFIEDYes
TOTAL WORKS3
TOTAL CITATIONS0
AUTHOR COUNT3
EDITOR COUNT0
FIRST PUBLICATION YEAR2021
LATEST PUBLICATION YEAR2025
H-INDEX0
  • Experience of Using Artifi cial Intelligence and Deep Machine Learning Methods in Archaeological Research in the Southern Trans-Urals

    Open Access•E V Kupriyanova, A V Vokhmintsev et al.•ARTICLE•Problems of Archaeology…•2025

    This article summarizes the current uses of the methods of artificial intelligence and deep machine learning in archaeological research from the recent publications by Russian and international research teams. The main application of convolutional neural networks in archaeology is the search for archaeological sites using cartographic data which were obtained by various methods and make it possible to construct 2D and 3D models of the present-day…

  • Unidentified artifacts and ornament production in the Late Bronze Age of the Southern Trans-Urals

    Open Access•N F Petrov, E V Kupriyanova et al.•ARTICLE•Vestnik arheologii, antropologii…•2025•References: 8

    Materials of archaeological excavations of the Bronze Age sites contain many items, the functions of which are quite difficult to determine. The subject of this study is a group of artifacts that, in our opinion, are related to the production of ornaments: ceramic saucers with signs, molds, cross-shaped pendants. A number of molds and ceramic saucers contain prints similar in form to cross-shaped pendants - the only type of molded ornaments in th…

  • Fortifi ed Settlement Andreevskoye. History of Functioning Based on the Results of Multidisciplinary Research

    Open Access•A V Epimakhov, N S Batanina et al.•ARTICLE•Problems of Archaeology…•2021

    The Andreevskoye settlement (Bredinsky district of the Chelyabinsk Region, the left bank of the Sintashta River of the Tobolsk basin) belongs to a rare type of sites of the Trans-Ural Bronze Age with dense housing development, enclosed by a system of walls and ditches. Deciphering archival aerial photography, the use of low-depth geophysics (micromagnetic survey and ground penetrating radar), analysis of the microrelief, and test pits allowed us …

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  • Fortifi ed Settlement Andreevskoye. History of Functioning Based on the Results of Multidisciplinary Research

    Open Access•A V Epimakhov, N S Batanina et al.•ARTICLE•Problems of Archaeology…•2021

    The Andreevskoye settlement (Bredinsky district of the Chelyabinsk Region, the left bank of the Sintashta River of the Tobolsk basin) belongs to a rare type of sites of the Trans-Ural Bronze Age with dense housing development, enclosed by a system of walls and ditches. Deciphering archival aerial photography, the use of low-depth geophysics (micromagnetic survey and ground penetrating radar), analysis of the microrelief, and test pits allowed us …

  • Experience of Using Artifi cial Intelligence and Deep Machine Learning Methods in Archaeological Research in the Southern Trans-Urals

    Open Access•E V Kupriyanova, A V Vokhmintsev et al.•ARTICLE•Problems of Archaeology…•2025

    This article summarizes the current uses of the methods of artificial intelligence and deep machine learning in archaeological research from the recent publications by Russian and international research teams. The main application of convolutional neural networks in archaeology is the search for archaeological sites using cartographic data which were obtained by various methods and make it possible to construct 2D and 3D models of the present-day…

  • Unidentified artifacts and ornament production in the Late Bronze Age of the Southern Trans-Urals

    Open Access•N F Petrov, E V Kupriyanova et al.•ARTICLE•Vestnik arheologii, antropologii…•2025•References: 8

    Materials of archaeological excavations of the Bronze Age sites contain many items, the functions of which are quite difficult to determine. The subject of this study is a group of artifacts that, in our opinion, are related to the production of ornaments: ceramic saucers with signs, molds, cross-shaped pendants. A number of molds and ceramic saucers contain prints similar in form to cross-shaped pendants - the only type of molded ornaments in th…

Archaeology and ancient environmental studies (3 works) · Bronze Age (3 works) · Archaeology (2 works) · Bronze (2 works) · Geography (2 works) · Ancient and Medieval Archaeology Studies (1 works) · Ancient history (1 works) · Archaeological Research and Protection (1 works) · Art (1 works) · Artificial neural network (1 works)

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