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physics.comp-ph2024
Tailoring Frictional Properties of Surfaces Using Diffusion Models
Even Marius Nordhagen, Henrik Andersen Sveinsson, Anders Malthe-Sørenssen
This Letter introduces an approach for precisely designing surface friction properties using a conditional generative machine learning model, specifically a diffusion denoising pro…
physics.comp-ph2023★ 14 cited
Diffusion-driven frictional aging in silicon carbide
Even Marius Nordhagen, Henrik Andersen Sveinsson, Anders Malthe-Sørenssen
Friction is the force resisting relative motion of objects. The force depends on material properties, loading conditions and external factors such as temperature and humidity, but…