Search Results - Jiaming Yang
-
1
Study on Photovoltaic Plant Site Selection Models Based on Geographic and Environmental Features
Published 2025-07-01Get full text[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 （...
Article -
2
Dual pathways of forest landscape dynamics in China: Integrating ecological land evolution Index (ELEI) and machine learning to decipher fragmentation and restoration
Published 2025-08-01Get full textForest 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...
Article -
3
Swarm learning network for privacy-preserving and collaborative deep learning assisted diagnosis of fracture: a multi-center diagnostic study
Published 2025-07-01Get full textBackgroundWhile 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...
Article