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T. Buonassisi

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Preprint Aug 2026

Synthesizing like a chemist: an iterative, feedback-driven loop for materials discovery

Most computationally predicted materials are never synthesized because conventional synthesis optimization is slow, expertise-dependent, and iterative. Here we present a closed-loop framework that automates this expert workflow by placing human tacit knowledge in the loop through a large language model (LLM) that disti...

Fang Sheng, S. Torrisi, Amanda A. Volk et al. · 0 citations

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