Author

Wenjiang Huang

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Review Open access Sep 2026

A physics-informed hybrid deep learning model for spatiotemporal rice disease prediction using multi-source data

Accurate, reliable, large-scale disease predictions are essential to ensure rice production. Existing disease prediction models often face a trade-off between interpretability and predictive capability, necessitating the integration of mechanistic knowledge and data-driven learning within a modelling framework. Accordi...

Zi-Chao Jin, Jiao Wang, Wen-Jiang Huang et al. · bioRxiv · 0 citations

Open access Aug 2026

PCMTRefer: Symmetry-Aware Text-Guided Point Mamba for Referring Segmentation in Indoor 3D Point Clouds

Indoor 3D referring segmentation aims to identify and segment the target object in a point cloud according to a natural language expression. Although recent advances in multimodal feature fusion have markedly improved this task, existing methods do not jointly model the structural regularities commonly observed in indo...

Li Yuan, Bo Kong, Chenhao Li et al. · Symmetry · 0 citations