ADT-ISMDDC 2026
Advanced Digital Technologies: Intelligent Systems, Modeling, and Data-Driven Control 2026

Table of Contents

• Cover and Preface
  
  
• Committees
  
  
• Organizer and Partners
  
  

Session 1: Intelligent systems and data-driven technologies

• Edge-scaling softening of a universal machine-learned potential: point-defect formation energies in a coronene graphene quantum dot 1-15
  Andrii Tuzhykov, Vladimir Soloviev, Arnold Kiv, Andrii Bielinskyi
• Auditing deep learning for cardiac MRI through semantic transitions and conflict-aware production rules 16-30
  Pavlo Radiuk, Oleksander Barmak, Iurii Krak
• Statistically grounded comparison of supervised regression algorithms for magnetic ore quality prediction 31-45
  Bohdan Kiselov, Anton Senko, Serhiy Semerikov, Dennis Kuznetsov
• ST-3CRP: spatio-temporal delay- and fairness-aware cooperative caching with content request prediction in the internet of vehicles 46-59
  Abdelkrim Lamraoui, Lyamine Guezouli, Kamel Barka
• Recognition accuracy analysis of military vehicles in aerospace imagery using different neural network architectures 60-74
  Vita Kashtan, Volodymyr Hnatushenko
• Intelligent decision support system for assessing and analyzing population health risks 75-88
  Nickolay Rudnichenko, Denys Shvedov, Natalia Shibaeva, Igor Petrov
• Plant disease identification from images using machine learning algorithms 89-103
  Svitlana Antoshchuk, Tetiana Kunup, Oleg Kravchenko
• Mathematical model of Izhikevich network dynamics 104-116
  Dmitriy Klyushin, Oleksandr Maistrenko
• A distributed system-of-systems architecture for cyberphysical coordination of maritime autonomous surface ships and smart ports 117-131
  Vladimir Vychuzhanin, Alexey Vychuzhanin
• A comparative topic modeling analysis of geoscience literature using LDA and BERTopic 132-146
  Kadriye Karadeniz, Yasin Ortakcı, İsmail Rakıp Karaş
• Hyperparameter tuning and overlap-class analysis for CNN-Based ore sorting 147-161
  Dmytro Kondrashov, Ivan Muzyka, Oksana Markova, Yurii Kumchenko
• TileFusion: Efficient tiling for small object detection in high resolution aerial images 162-176
  Victor Sineglazov, Mykhailo Savchenko
• Comparative analysis of vision-language models for infrastructure damage classification: a case study of Ukraine 177-191
  Oleksii Ivanov, Kyrylo Bieliaiev, Vadym Oliinyk, Olena Arsirii
• Eight-objective hyperparameter optimization of t-SNE dimensionality reduction using cluster quality and neighborhood preservation criteria 192-206
  Vadim Romanuke, Svitlana Merinova
• Methods of using conditional generative adversarial networks to balance imbalanced samples in image recognition computer vision systems 207-220
  Kyrylo Mikhalev, Anatolii Nikolenko, Oksana Babilunha
• Anomaly detection in nonlinear sensor dynamics for intelligent monitoring 221-235
  Denys Symonov, Oleksandr Palagin, Bohdan Zaika, Yehor Symonov
• Multi-Provider RAG Architecture for Flexible Educational Chatbots 236-250
  Mariia Tiahunova, Halyna Kyrychek, Kyryll Filippenkov
• Multibranch ensemble head in vision foundation models for efficient cucumber phenological stage classification 251-262
  Kostiantyn Khabarlak
• Intelligent analysis of heterogeneous data in proactive energy management systems of smart objects 263-277
  Olena Arsirii, Vasyl Arsirii, Andrii Zasidko, Illia Krantovskyi
• Grayscale images segmentation peculiarities in multidimensional space of information features 278-292
  Lyudmila Akhmetshina, Artyom Yegorov
• Intelligent assessment of the impact of AI implementation on industrial economic resilience 293-306
  Svitlana Turlakova, Liudmyla Vasylieva
• Neural network-based discriminative feature formation and aggregation for fine-grained image classification 307-318
  Artem Kusakov, Andrii Oliinyk, Tetiana Kolpakova, Oleksii Lukovka

Session 2 : Control, robotics, and distributed systems

• Color optical computing frameworks for decision support in transport control systems 319-333
  Victor Timchenko, Vladik Kreinovich, Yuriy Kondratenko, Oleksandr Iegorov
• A multimodal mission-oriented model of hybrid control for robotic systems 334-348
  Andrii Yarmilko, Stanislav Marchenko

Session 3: Digital platforms, security, and ICT infrastructure

• BioListener: a methodological framework for precision biosignal acquisition using general-purpose ADC architecture 349-363
  Nataliya Boyko, Serhii Matsyshyn, Lyubomyr Lytvynskyy
• Method of cascaded lightweight hashing for digital twin data streams based on cryptographic message chaining to detect unauthorized data alteration 364-378
  Inna Rozlomii, Serhii Naumenko
• A video stream encryption algorithm that does not propagate errors 379-391
  Lyudmila Kovalchuk, Serhii Hilgurt, Hanna Nelasa
• Brute-Force search with equiprobable solutions as a formal complexity class and its (non-)reducibility to restricted syndrome decoding 392-406
  Yevgen Kotukh
• Hierarchical block selection of a digital image container as a source for enhancing the efficiency of a steganographic system 407-421
  Ivan Bobok, Svitlana Hryhorenko

Session 4: Modeling, software engineering, and applied ICT

• Comparative analysis of k6, JMeter and Postman test tools for performance API CRUD testing 422-436
  Sergii Khlamov, Mariia Mendielieva, Oleksandr Vovk, Tetiana Trunova
• Conceptual architectural model of an instructor-oriented Symbolic-to-Visual pipeline for bulk production of individualized surface flux learning materials 437-451
  Halyna Tuluchenko, Yuliia Pershyna, Vitaliy Mezhuyev
• Fractional-order modelling of texture changes and poroelastic state of irrigated soils with significant nonlocal interactions 452-464
  Vsevolod Bohaienko, Mykhailo Romashchenko, Tetiana Blagoveshchenskaya
• Wavelet features of two-dimensional images of the oculomotor system quadratic Volterra models transient characteristics for psychophysiological state assessment 465-475
  Vitaliy Pavlenko, Andrii Doroshuk
• Method for verifying the accuracy of computational implementations of dynamic system models 476-490
  Sergii Polozhaenko, Liudmyla Prokofieva, Andrii Prokofiev, Artem Savieliev
• Ensuring steganosystem robustness in the cyber-physical control loop of a maritime autonomous surface vessel as a necessary condition for its functioning 491-505
  Alla Kobozieva, Kateryna Tryfonova, Olena Lebedieva, Viktoriya Zorilo
• The error-based ranking method for evaluating the accuracy of solving problems in dynamic system modeling 506-518
  Olexandr Fomin, Viktor Speranskyy, Oleksiy Tataryn, Dmytro Filin
• Voxel-Based modeling of the effect of non-uniform fiber distribution on the elastic properties of fiber-reinforced composites 519-532
  Oleksii Vodka, Mariia Shapovalova, Serhii Misiura, Vladyslav Zhykhariev