Výsledky vyhledávání - "Ren, Zhigang"

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Interpretable domain knowledge enhanced machine learning framework on axial capacity prediction of circular CFST columns

Autor: Wang, Dian, Ren, Zhigang, Kondo, Gen

This study introduces a novel machine learning framework, integrating domain knowledge, to accurately predict the bearing capacity of CFSTs, bridging the gap between traditional engineering and machine learning techniques. Utilizing a comprehensive d

Externí odkaz: http://arxiv.org/abs/2402.04405

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A Surrogate-Assisted Highly Cooperative Coevolutionary Algorithm for Hyperparameter Optimization in Deep Convolutional Neural Network

Autor: Chen, An, Ren, Zhigang, Wang, Muyi, Chen, Hui, Leng, Haoxi, Liu, Shuai

Convolutional neural networks (CNNs) have gained remarkable success in recent years. However, their performance highly relies on the architecture hyperparameters, and finding proper hyperparameters for a deep CNN is a challenging optimization problem

Externí odkaz: http://arxiv.org/abs/2302.12963

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