StructBioReasoner is a scalable multi-agent system that designs IDP-targeting biologics, with over 50% of 787 candidates for Der f 21 showing better binding free energy than human-designed references.
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An LLM multi-agent framework (SpaCellAgent) automates end-to-end trajectory inference on single-cell and spatial transcriptomics data, achieving expert-aligned accuracy with 41.2% faster analysis time.
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Scalable Agentic Reasoning for Designing Biologics Targeting Intrinsically Disordered Proteins
StructBioReasoner is a scalable multi-agent system that designs IDP-targeting biologics, with over 50% of 787 candidates for Der f 21 showing better binding free energy than human-designed references.
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SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis
An LLM multi-agent framework (SpaCellAgent) automates end-to-end trajectory inference on single-cell and spatial transcriptomics data, achieving expert-aligned accuracy with 41.2% faster analysis time.