Author

Guo-Xin Cui

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Open access Sep 2026

The Arabian Seas: A Window into Future Oceans – Physical, Biogeochemical, and Ecological Dynamics in Unique Marginal Environments

The Arabian Seas provide a sentinel system for understanding how global Planetary Boundary transgressions manifest through regional ocean processes. Their rapid warming, altered circulation, declining ventilation, deoxygenation, acidification, and ecological reorganization reveal interconnected regional manifestation...

Peng Zhan, Guo-Xin Cui, Da-Quan Guo et al. · National Science Review · 0 citations

Open access Jul 2026

Unify learns cellular evolution with universal multimodal embeddings

The authors report a transfer learning framework designed to integrate scRNA-seq data across species by combining RNA expression with embeddings from protein language models and general-purpose language models, establishing Unify as a powerful method for comparative single-cell genomics and evolutionary biology.

Hua-Wen Zhong, Wenkai Han, Guo-Xin Cui et al. · Nature Communications · 0 citations