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Unsupervised Hierarchical Symbolic Regression for Interpretable Property Modeling in Complex Multi‐Variable Systems

open access: yesAdvanced Science, EarlyView.
UHSR translates complex chemical behavior into clear and explainable equations. Applied to thin‐layer chromatography, it automatically uncovers the mathematical rules linking a molecule's structure to its polarity. This approach matches the accuracy of advanced AI while providing interpretable results, earning greater trust from chemists. The method is
Siyu Lou   +4 more
wiley   +1 more source

Modeling dysentery spread and the impact of public awareness on control dynamics. [PDF]

open access: yesSci Rep
Ahmed KK   +9 more
europepmc   +1 more source

High-flow nasal cannula oxygen therapy for asthma exacerbation. [PDF]

open access: yesCochrane Database Syst Rev
Honda A   +9 more
europepmc   +1 more source

A machine learning analysis for hybrid nanofluid flow between two co-axial cylinders. [PDF]

open access: yesSci Rep
Batool K   +7 more
europepmc   +1 more source

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