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Special Issue: DataDriven Methods in Biomechanics
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Machine learning (ML) and artificial intelligence (AI) are impacting all engineering fields and biomechanical engineering is no exception. This special issue aims at showcasing some of the recent methods and applications ...
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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