Article

Predicting Human Tactile Smoothness/Roughness Perception from Multidimensional Mechanical Properties of Synthetic Fibers Using Machine Learning

2025-09-12

Abstract excerpt

<title>Abstract</title> <p>Accurately predicting human perception of tactile roughness remains challenging because previous models often used limited mechanical properties, small sample sizes, and insufficient validation methods. To address these limitations, we developed a predictive model integrating multidimensional mechanical properties and subjective evaluations of tactile perception, using 50 commercially a...

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Literature Corpus work: 0cf2c473-c465-5465-8c34-9f31e587f1af
DOI: 10.21203/rs.3.rs-7046348/v1

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