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ISSN 2617-5509e‑ISSN 2663-7472 Open Access
§ 02 — Articles

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MODIFICATION OF THE SEPARABLE PHYSICS-INFORMED NEURAL NETWORK METHOD FOR THE APPROXIMATE SOLUTION OF A MIXED PROBLEM FOR THE HEAT CONDUCTION EQUATION IN AN ELLIPTICAL DOMAIN

Valerii Los, Oleksandr Riakhin

Background. Parabolic differential equations are mathematical models in engineering designed to study wide range of applied models. This necessitates the development of…

#heat conduction equation #mixed parabolic problem #elliptical domain #physics-informed neural network
10.20535/kpisn.2026.3.367316

AN APPROACH TO CONSTRUCTING AN INFORMATIVE FEATURE SPACE OF TECHNICAL INDICATORS FOR FINANCIAL PROCESSES BASED ON NEURAL NETWORK MODELS

Roman Tertychnyi, Denys Chuprin, Petro Bidyuk

Background. Financial time series are characterized by nonlinearity, non-stationarity, and a high level of noise, which significantly complicates their modeling and…

#informative feature space construction approach #technical indicators #Parkinson volatility #neural networks
10.20535/kpisn.2026.3.359610
§ 04 — Archive

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Editorial Board

An experienced board.

MB
Doctor of Technical Sciences, Professor Mykhailo Bezuglyi
Biomedical photometry; Biomedical instrumentation; Optical measurements; Computer-integrated systems
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
MI
Doctor of Technical Sciences, Professor, Academician of the NAS of Ukraine Mykhailo Ilchenko
Telecommunications; Radio electronics; Microwave engineering; Wireless communications
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
IO
Doctor of Technical Sciences, Professor Igor Orynyak
Mathematical modelling; Structural mechanics; Pipeline integrity; Fracture mechanics
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
ID
Doctor of Technical Sciences, Professor Ivan Dychka
Computer systems; Data encryption; Graphical coding; Information technology
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
HT
Doctor of Technical Sciences, Professor Hryhoriy Tymchik
Instrumentation; Automated measurements; Technical diagnostics; Metrology
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
IS
Doctor of Physical and Mathematical Sciences Ivan Syniavskyi
Spectropolarimetry; Optical instrumentation; Astronomical observations; Space research
Main Astronomical Observatory of the National Academy of Sciences of Ukraine
AM
D.Sc., Professor Antoine Manzanera
Computer vision; Image analysis; Machine learning; Autonomous robotics
ENSTA, Computer Science and System Engineering Laboratory (U2IS)
JK
Professor, D.Sc. Józef Korbicz
Automatic control; Fault diagnosis; System identification; Computational intelligence
University of Zielona Góra, Institute of Control and Information Systems
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