A deep learning approach to the inverse problem of modulus identification in elasticity

• Main Authors: Ni, Bo, Gao, Huajian
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Mechanical engineering; Diagnosis; Elastic Moduli
• Online Access: https://hdl.handle.net/10356/148674
• Institution: Nanyang Technological University

The inverse elasticity problem of identifying elastic modulus distribution based on measured displacement/strain fields plays a key role in various non-destructive evaluation (NDE) techniques used in geological exploration, quality control, and medical diagnosis (e.g., elastography). Conventional me...