Tao Zhou

MSBraM: A Multi-scale Self-supervised Brain Foundation Model for Hierarchical EEG Dynamics Learning

Tao Zhou, Jing Han, Lingyu Shu, Zixing Zhang

Self-supervised foundation models have recently shown strong potential for electroencephalogram (EEG)-based analysis. However, existing approaches struggle to capture the inherently multi-scale temporal structure of EEG signals, where local neural patterns and long-range dependen…Read more

Unraveling rate-strengthening and fracture-weakening effects in fractured rock masses: A hybrid bonded particle model-discrete fracture network and physics-inspired machine learning framework

Changtai Zhou, Jiadong Qiu, Murat Karakus, Chengzilong Wang, Fan Feng, Fei Wang, et al.

Retrieval of Dissolved Oxygen Concentrations in Fishponds in the Guangdong–Hong Kong–Macao Greater Bay Area Using Satellite Imagery and Machine Learning

Keming Mao, Dakang Wang, Shirong Cai, Tao Zhou, Wenxin Zhang, Qianqian Yang, et al.

Dissolved oxygen (DO) is a fundamental water quality parameter that directly determines aquaculture productivity. China contributes 57% of the global aquaculture production, with the Guangdong–Hong Kong–Macao Greater Bay Area (GBA) serving as a key contributor. However, this regi…Read more