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Keywords: CNN
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Journal Articles
Convolutional neural network-based isogeometric topology optimization without pre-optimized training data
Available to Purchase
Journal:
Engineering Computations
Engineering Computations 1–23.
Published: 25 March 2026
...Zhaohui Xia; Shinan Zhang; Jianli Liu; Tao Nie; Zhou Huang; Guizhong Xie Purpose This paper aims to overcome the dataset dependency limitations in conventional machine learning isogeometric topology optimization (ITO) by developing a convolutional neural network (CNN)-integrated framework...
Journal Articles
Estimation of the effect of changing resistance parameters on engine efficiency in electrical vehicles with convolutional neural network
Available to Purchase
Journal:
Engineering Computations
Engineering Computations 1–17.
Published: 26 August 2025
... in electric vehicles with a convolutional neural network (CNN). Design/methodology/approach In this study, the changing resistance parameters of the asynchronous motor were modeled, and the efficiency was estimated depending on the change of stator resistance. The system was labeled as efficient...
Journal Articles
An intensive survey on violence detection from videos using computer vision techniques
Available to Purchase
Journal:
Engineering Computations
Engineering Computations (2025) 42 (3): 1139–1162.
Published: 03 April 2025
... for this model. Hemalatha Munusamy can be contacted at: hemalatham.ch@gmail.com 01 03 2024 13 07 2024 13 01 2025 23 02 2025 © Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only CNN RNN LSTM Violence detection Violence...
Journal Articles
Maturity grading of jujube for industrial applications harnessing deep learning
Available to Purchase
Journal:
Engineering Computations
Engineering Computations (2024) 41 (5): 1171–1184.
Published: 18 June 2024
... industry. Therefore, the proposed model which is practically feasible and easy to implement could be utilized in such industries. Originality/value This research examines the performance of proposed CNN models for selected optimizer and learning rates for the grading of jujube maturity into four...
