most citedA Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

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cs.CE2026

PROTEAN: Beyond De Novo Generation - Can LLM Agents Perform Text-Guided Protein Structure Editing?

Encheng Su, Xinping Liu, Yizhou Wang +11

Generative AI has achieved remarkable success in de novo protein design, yet protein engineering typically begins with existing, characterized proteins. The primary demand is targe…