Author

Xiao-Ming Zhang

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Review Open access Sep 2026

From Prompt to Provenance: BloClaw, a Capability-Gated AI4S Workstation for Auditable Computational Biology

Scientific agents can produce plausible answers while remaining unable to establish whether the computation behind an answer is executable, recoverable, or reproducible. We present BloClaw, an AI4S workstation built around a simple principle: a scientific agent should know what it can do, show how it did it, and state...

Yao Qin, Jin-Hua Pang, Xiao-Ming Zhang · bioRxiv · 0 citations

#protein folding Open access Aug 2026

Modality-chain reasoning enables multimodal protein modelling and design

ProteinReasoner is developed, a multimodal generative protein foundation model that sequentially connects amino acid sequence, evolutionary constraints and three-dimensional structure within a shared autoregressive architecture and suggests a general route towards reasoning across interdependent representations in othe...

Chaozhong Liu, Linlin Chao, Shaomin Ji et al. · bioRxiv · 1 citation