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On the Shrinkage and Stiffening of a Cellulose Sponge Upon Drying
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Everyone can observe the peculiar effect of water on a sponge: upon drying, a sponge shrinks and stiffens; it swells and softens upon wetting. In this work, we aim to explain and model this behavior by using the Biot–Coussy ...
MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In many design automation applications, accurate segmentation and classification of 3D surfaces and extraction of geometric insight from 3D models can be pivotal. This paper primarily introduces a machine learning-based ...
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