AutoSella Uses LLMs to Discover Faster Molecular Optimizers

An LLM-based agent performing autoresearch produced AutoSella, a family of molecular geometry optimizers that reduce force-call counts compared to the Sella optimizer. The agent uses admission gates to ensure discovered improvements generalize to unseen molecules.