Publications & Patents

Journal Articles

Research on fast and accurate prediction of milk yield in dairy goats based on deep learning

Shengbo Ma, Jiaxuan Li, Yuhan Wang, Chang Chen, Haozhan Liu, Yixiao Liu, Yuxuan Song*, Hao Yuan* (2025)

Journal of Dairy Science (top-tier CAS Zone 1 journal, IF = 4.4)

Patents

A portable device and method for diagnosing subclinical mastitis in dairy goats based on visible–near-infrared absorption spectroscopy

Hao Yuan (advisor), Shengbo Ma, Xinyue Peng, Haozhan Liu, Lei Zhang, Yuxuan Song

Chinese National Invention Patent, CN119405275A

A method for individual dairy goat identification based on multi-view vision fusion

Hao Yuan (advisor), Shengbo Ma, Xiyun Zhang, Yunan Liu, Haozhan Liu, Ruihua Han, Pusheng Wang, Yuxuan Song

Chinese National Invention Patent, CN122510931A

Software Copyrights

  • A dairy goat udder detection software based on deep learning (2024SR1929880)
  • A dairy goat body segmentation software based on deep learning (2025SR0402164)
  • A domain-specific LLM platform for dairy goat feeding and management (2025SR0739995)
  • A milk yield prediction software for dairy goats based on deep-learning image processing (2025SR1456230)
  • An intelligent sheep farm growth management system (2025SR1976266)
  • LLM Chat: a multi-model dialogue software (2025SR2377569)
  • CapraData: an AI-LLM-based data collection software (2026SR0424655)