ProtAgents: protein discovery <i>via</i> large language model multi-agent collaborations combining physics and machine learning
Alireza Ghafarollahi, Markus J. Buehler
Abstract
proteins with targeted mechanical properties. The flexibility in designing the agents, on one hand, and their capacity in autonomous collaboration through the dynamic LLM-based multi-agent environment on the other hand, unleashes great potentials of LLMs in addressing multi-objective materials problems and opens up new avenues for autonomous materials discovery and design.
Topics & Concepts
Computer scienceData scienceArtificial intelligenceNatural language processingMachine learningProtein Structure and DynamicsTopic ModelingSoftware Engineering Research