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Yue-Yue Liang

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#artificial intelligence Preprint Oct 2026

OptScientist: Automated Discovery of Optimization Laws

Many scientific phenomena are best understood as outcomes of underlying optimization problems, yet automated scientific discovery has largely focused on recovering equations that describe observed input-output patterns. We introduce OptScientist, a novel automated framework for discovering compact symbolic optimization...

Zhenyao Ma, Yue-Yue Liang, Jian-Qiao Zhu · 0 citations