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gated active learning framework

technology1 mentionslast seen Oct 7, 2026

Proposed framework combining curiosity-driven sampling with physics-informed quality control for autonomous microscopy.

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gated active learning frameworkdepends onGaussian process90% confidence1 source
gated active learning frameworkdepends onactive learning88% confidence1 source
gated active learning frameworkdepends onSimple Harmonic Oscillator model88% confidence1 source
gated active learning frameworkapplies toautonomous microscopy85% confidence1 source
gated active learning frameworkapplies toImage-to-Spectrum translation85% confidence1 source
gated active learning frameworkapplies tomaterials research82% confidence1 source

gated active learning framework

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gated active learning frameworkdepends onactive learning

88% confidence1 supporting mentions

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preprintarXivOct 5, 2026Quality-Controlled Active Learning via Gaussian Processes for Robust Structure-Property Learning in Autonomous Microscopy
a gated active learning framework that combines curiosity driven sampling