Search Results - Jiaming Yang
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Study on Photovoltaic Plant Site Selection Models Based on Geographic and Environmental Features by RAO Zhi, YANG Zaimin, YANG Xiongping, LI Jiaming, YANG Ping, WEI Zhichu
Published 2025-07-01[Objective] To improve the accuracy of global horizontal irradiance (GHI) prediction and completely explore its application value in solar energy resource assessments, such as photovoltaic site selection, this study proposes a GHI prediction model that integrates the temporal convolutional network (...
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Dual pathways of forest landscape dynamics in China: Integrating ecological land evolution Index (ELEI) and machine learning to decipher fragmentation and restoration by Yifan Xie, Sui Liu, Bowen Pang, Nannan Wang, Jiwei Xu, He Huang, Yao Cui, Jiaming Yang, Yaolin Liu, Yanfang Liu
Published 2025-08-01Forest ecosystems underpin global ecological security, yet China’s forest landscapes are subjected to dual pressures of restoration and degradation, with complex spatiotemporal dynamics that remain insufficiently understood. While existing studies focus on static landscape metrics, the nonlinear int...
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Swarm learning network for privacy-preserving and collaborative deep learning assisted diagnosis of fracture: a multi-center diagnostic study by Yi Xie, Yi Xie, Xinmeng Wang, Huiwen Yang, Huiwen Yang, Jiayao Zhang, Honglin Wang, Zineng Yan, Jiaming Yang, Zhiyuan Yan, Zhiwei Hao, Pengran Liu, Yijie Kuang, Zhewei Ye, Zhewei Ye
Published 2025-07-01BackgroundWhile artificial intelligence (AI) has revolutionized medical diagnostics, conventional centralized AI models for medical image analysis raise critical concerns regarding data privacy and security. Swarm learning (SL), a decentralized machine learning framework, addresses these limitations...
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