Author

Sheryl L. Sanchez

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Open access 2026

Dual Digital Twins for Experimental Planning: From Imaging and Characterization to Self-Driving Laboratories and Manufacturing

Automated laboratories increasingly combine automated and cloudified instruments, robotic operation, sample provenance and data infrastructures, and autonomous agents. Yet these capabilities primarily address execution, while planning remain limited to myopic...

Sergei V. Kalinin, Yu Liu, Ioannis Sgouralis et al. · Digital Discovery · 0 citations

Open access Jul 2026

Uncertainty-aware prediction of thermal expansion in complex oxides via LLM-curated literature data

An integrated workflow that combines document-grounded large language model (LLM) literature mining, human verification, and probabilistic modeling to enable uncertainty-aware prediction of the coefficient of thermal expansion (CTE) in complex oxides is introduced.

J. Marshall, M. Alexander, V. Garcia et al. · APL Machine Learning · 0 citations