Data-Driven Approach to Inverse Bifurcation Problems of Thin-Walled Systems Based on Neural Networks

• Date: 2026
• Main Authors: Гук, Наталія, Сіліч-Балгабаєва, Валентина, Степанова, Наталія
• Format: Article
• Language: Ukrainian
• Published: Кам'янець-Подільський національний університет імені Івана Огієнка 2026
• Online Access: https://mcm-math.kpnu.edu.ua/article/view/360650
• Journal Title: Mathematical and computer modelling. Series: Physical and mathematical sciences

The paper addresses the problem of predicting the bifurcation behaviour of thin-walled systems subjected predominantly to compressive loads in the presence of local impulsive disturbances. Under conditions of nonlinear deformation, such systems may exhibit multiple equilibrium states, and their dyna...