HyperAI Super Neural

Jan 15, 2026 · Artificial Intelligence

97% Accuracy: MOFSeq‑LMM Uses LLMs to Efficiently Predict MOF Synthesizability

A joint Princeton and Colorado School of Mines team introduced MOFSeq‑LMM, a large‑language‑model‑based framework that leverages a million‑scale MOF dataset and a novel string representation to predict free energy with MAE 0.789 kJ/mol and synthesizeability with 97% F1, dramatically accelerating high‑throughput MOF screening.