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Bayesian Inference With Gaussian Process Surrogates to Characterize Anisotropic Mechanical Properties of Skin From Suction Tests
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: One of the intrinsic features of skin and other biological tissues is the high variation in the mechanical properties across individuals and different demographics. Mechanical characterization of skin is still a challenge ...
MultiFidelity Gaussian Process Surrogate Modeling of Pediatric Tissue Expansion
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Growth of skin in response to stretch is the basis for tissue expansion (TE), a procedure to gain new skin area for reconstruction of large defects. Unfortunately, complications and suboptimal outcomes persist because TE ...
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