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Designing and plotting a curve using field data requires precise calculations and execution. A horizontal curve with a radius of 200 meters and an intersection angle of 20 degrees is established using the method of perpendicular offsets from the long chord. The long chord, which spans between the curve's endpoints, is calculated to be 69.46 meters in length. To maintain accuracy in plotting, intervals of 3 meters are selected along the chord.The engineer determines the offset distances for each...
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Physiological models in pharmacokinetics are instrumental in understanding the distribution and elimination of drugs within the body. These models describe the drug concentration within target organs, influenced by factors such as drug uptake, tissue volume, and blood flow. Drug uptake is governed by the partition coefficient, which signifies the drug concentration ratio in tissue to that in the blood. The blood flow rate to a specific tissue is expressed as Qt, and the rate of change in tissue...
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Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
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Optimización del modelo SDXL para el diseño de interiores: Métodos basados en datos y aprendizaje profundo

Xiaofei Zhou1,2, Soohong Kim2, Yan Chen3

  • 1School of Art and Design, Dalian Art College, Dalian, Liaoning Province, China.

PloS one
|February 4, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Este estudio presenta un marco optimizado para Stable Diffusion XL (SDXL) en el diseño de interiores, mejorando la consistencia estructural y la calidad estética. El nuevo método mejora los diseños generados por IA a través de la sintonización específica del dominio y la limpieza de datos.

Palabras clave:
Diseño de interioresInteligencia artificialAprendizaje profundoModelos de difusiónStable Diffusion XLOptimización de modelosVisión por computadoraDiseño computacional

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