crossrefApplied Sciences2026-04-09
Towards the Development of Multiscale Digital Twins for Fiber-Reinforced Composite Materials Using Machine Learning
Brandon L. Hearley, Evan J. Pineda, Brett A. Bednarcyk, Joseph R. Baker, Laura G. Wilson
Material considerations are often neglected when developing digital twins, particularly at the relevant length scales that drive material and structural performance. For reinforced composite materials, the microscale has the largest impact on nonlinear material behavior and progr…