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Research article

First published 2025

Elucidating patterns of attention allocation in university students’ cognitive processes via neural network analysis

Bingyou Ai

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

Acoustic monitoring of tool wear state with limited samples based on time-series generative adversarial network

Xinhang Shang, Honggen Zhou, Guochao Li [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025-9

An unsupervised context-free forecasting method for structural health monitoring by generative adversarial networks with progressive growing and self-attention

Shuai Gao, Zhengbo Zou, Zhenwei Zhou [...]

Structural Health Monitoring

Open access

Research article

First published 2025

Damage detection in mooring systems of floating offshore wind turbines using semi-supervised GAN with image-transformed limited labelled data

Pranjal Tamuly, Vincenzo Nava

Advances in Structural Engineering

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Research article

First published 2023-12

A Deep Learning Framework for Soft Robots with Synthetic Data

Shageenderan Sapai, Junn Yong Loo, Ze Yang Ding [...]

Soft Robotics

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Research article

First published 2024-11

DeepGAN: Utilizing generative adversarial networks for improved deep learning

Edward Naveen V, Jenefa A, Thiyagu T.M [...]

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2022-9

Generating floor plans with deep learning: A cross-validation assessment over different dataset sizes

Ricardo C Rodrigues, Rovenir B Duarte

International Journal of Architectural Computing

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Research article

First published 2026-3

Battery state estimation via hybrid P2D modeling and adversarial deep learning in electric vehicles

Liu Chang, Chen Jinbing, Liu Haizhong

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2023-9

Adversarial unsupervised domain adaptation based on generative adversarial network for stock trend forecasting

Qiheng Wei, Qun Dai

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-7

Toward data anomaly detection for automated structural health monitoring: Exploiting generative adversarial nets and autoencoders

Jianxiao Mao, Hao Wang, Billie F Spencer

Structural Health Monitoring

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