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Michael Uckelmann

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Open access Oct 2026

LPT: Orchestrating bounded agentic loops for automated protein binder design

Current large language models (LLMs) can reason over scientific information and use code-based tools, but their training knowledge is broad rather than specialized, can be out of date and is hard to attribute to sources. Furthermore, unconstrained agentic workflows and unlimited tool use can consume large amounts of to...

Michael Uckelmann · 0 citations

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