Search academic texts

Registration Number

0225U003931, (0121U111502) , R & D reports

Title

Modelling of the physical processes and interactions in different environments. Decision theory

popup.stage_title

Моделювання фізичних процесів та взаємодій в різних середовищах і теорія прийняття рішень

Head

Mikla Viktor I., д.ф.-м.н.

Registration Date

15-09-2025

Organization

Uzhhorod National University State Higher Educational Institution

popup.description1

Investigate the properties of those mappings that are realized by one neural element in relation to a given activation function and develop effective methods for synthesizing the corresponding neural elements. Investigate the accuracy and reliability of built models in different functional spaces. Improve the methods and ways of finding the fundamental parameters of the Bc-meson family. Establishing the mechanisms and features of the fragmentation processes of nucleic bases of DNA and RNA under the electron impact; study of the influence of intermolecular interactions on these processes and defining the physical stability of biomolecules.

popup.description2

A method for synthesizing a multilayer neural network with neural elements having different activation functions has been developed for the classification and recognition of objects encoded as Boolean vectors. A method for representing two-dimensional (or multidimensional) binary images in a neuro-basis and in the space of informational vectors has also been proposed. The concepts of "similarity" and "difference" functionals for fragments of binary images are introduced, and based on their properties, an image recognition method has been constructed. Using the concepts and properties of feature-based dead-end tolerance relations, a method for recognizing two-dimensional binary images has been developed.

Product Description

popup.authors

Heche Fedir E.
Molnar Shandor B.
Troshki Nataliia V.
Turovtsi-Shiutev Yolana M.
Shafranosh Myroslav I.
Shpenyk Oleksandr O.

popup.nrat_date

2025-09-15