Adaptive momentum-based optimization to train deep neural network for simulating the static stability of the composite structure - Chi, Zhifeng; Jiang, Zhiyong; Kamruzzaman, M. M.; Hafshejani, Behzad Aalipur; Safarpour, Mehran (Engineering with computers, 2022)
Keywords: Artificial neural networks; CAE) and Design; Calculus of Variations and Optimal Control; Optimization; Classical Mechanics; Composite structures; Computer Science; Computer-Aided Engineering (CAD; Control; Equations of motion; Formability; Kinematics; Machine learning; Math. Applications in Chemistry; Mathematical and Computational Engineering; Mechanical properties; Momentum; Multilayers; Neural networks; Numerical methods; Optimization; Original Article; Shape factor; Static stability; Systems Theory; Multiscale hybrid nanocomposite; Higher-order kinematics theory; Deep-learning; Static-stability; Adaptive learning-rate optimization