Weican Liu

According to our database, Weican Liu authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

M2WLLM: Multi-modal multi-task ultra-short-term wind power prediction algorithm based on large language model.

Hang Fan, Mingxuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Weican Liu, Dunnan Liu

Inf. Fusion, 2026

2025

IDS-Net: A novel framework for few-shot photovoltaic power prediction with interpretable dynamic selection and feature information fusion.

Hang Fan, Weican Liu, Zuhan Zhang, Ying Lu, Wencai Run, Dunnan Liu

CoRR, July, 2025

EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion.

Hang Fan, Yunze Chai, Chenxi Liu, Weican Liu, Zuhan Zhang, Wencai Run, Dunnan Liu

CoRR, July, 2025

Enhancing accuracy in point-interval load forecasting: A new strategy based on data augmentation, customized deep learning, and weighted linear error correction.

Weican Liu, Zhirui Tian, Yuyan Qiu

Expert Syst. Appl., 2025

Ensemble learning unlocking point load forecasting accuracy: A novel framework based on two-stage data preprocessing and improved multi-objective optimisation strategy.

Jingmin Luan, Qiyang Li, Yuyan Qiu, Weican Liu

Comput. Electr. Eng., 2025

2024

Mapping high-resolution XCO2 concentrations in China from 2015 to 2020 based on spatiotemporal ensemble learning model.

Weican Liu, Rong Li, Jun Cao, Congwu Huang, Fan Zhang, Meigen Zhang

Ecol. Informatics, 2024