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#machine learning Preprint Oct 2026

The AI Theorist reveals excitonic structure in $\alpha$-RuCl$_3$

Advances in experimental instrumentation and automation generate increasingly rich datasets, but turning experimental observations into microscopic understanding remains a bottleneck in scientific discovery. To accelerate this process, we introduce AI Theorist, a system of artificial intelligence (AI) agents for autono...

Hong-Jian Zhou, Xian-Fan Nie, Sean Wu et al. · 0 citations
#machine learning Preprint Sep 2026

LabFactory: Building and Evaluating Executable AI Labs

A framework in which an AI builder turns a scientific brief into an executable AI lab: a task-specific solver that integrates models, knowledge resources, tools, and a controller behind a fixed interface is presented.

Jin-Ge Wu, Hong-Jian Zhou, Ming Zeng et al. · 0 citations

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