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cs.LG2022
Investigating Deep Learning Model Calibration for Classification Problems in Mechanics
Saeed Mohammadzadeh, Peerasait Prachaseree, Emma Lejeune
Recently, there has been a growing interest in applying machine learning methods to problems in engineering mechanics. In particular, there has been significant interest in applyin…
cs.LG2022★ 18 cited
Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset
Hiba Kobeissi, Saeed Mohammadzadeh, Emma Lejeune
Modeling biological soft tissue is complex in part due to material heterogeneity. Microstructural patterns, which play a major role in defining the mechanical behavior of these tis…