Zelin Liu

Application of machine-learning methods in forest ecology: recent progress and future challenges

Zelin Liu, Changhui Peng, Timothy T. Work et al. · Environmental Reviews · 2018 · 189 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Application of artificial neural networks in global climate change and ecological research: An overview

Zelin Liu, Changhui Peng, Wenhua Xiang et al. · Chinese Science Bulletin · 2010 · 73 citations

Climatology, Future Climatic Change, Environmental Monitoring +9

Evaluating soil nutrients of Dacrydium pectinatum in China using machine learning techniques

Chunyan Wu, Yongfu Chen, Xiaojiang Hong et al. · Forest Ecosystems · 2020 · 32 citations · Full text

Precision Agriculture, Engineering, Agricultural Economics +16

A Gearbox Fault Diagnosis Method Based on Graph Neural Networks and Markov Transform Fields

Haitao Wang, Zelin Liu, Mingjun Li et al. · IEEE Sensors Journal · 2024 · 24 citations

Knowledge flow in engineering design: An ontological framework

Zhinan Zhang, Zelin Liu, Yong Chen et al. · Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science · 2012 · 18 citations

Design Decision, Engineering, Conceptual Design +17