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The early pioneers of microscopy opened a window into the invisible world of microorganisms. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes that leveraged nonvisible light, such as fluorescence microscopy that uses an ultraviolet light source and electron microscopy that uses short-wavelength electron beams. These advances significantly improved magnification, image resolution, and contrast. By comparison, the...
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Experimentación Pareto-Óptima: Optimización Bayesiana Multi-Objetivo Guiada por Humanos en Microscopía de Sonda de

Yu Liu1, Sergei V Kalinin1,2

  • 1Department of Materials Science and Engineering, University of Tennessee, Knoxville, Tennessee 37996, United States.

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Este resumen es generado por máquina.

La optimización bayesiana multi-objetivo (MOBO) equilibra objetivos contrapuestos en experimentos automatizados. Este marco integra la guía humana para un descubrimiento científico reproducible y eficiente en laboratorios autónomos.

Palabras clave:
SPMexperimento automatizadocontrol humano en el bucleoptimización bayesiana multi-objetivoingeniería de recompensas

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