Uncertainty-quantified parametrically upscaled continuum damage mechanics (UQ-PUCDM) model from microstructural characteristics induced uncertainties in unidirectional composites

2024/11/26 by Yanrong Xiao, Deniz Ozturk, Somnath Ghosh
Decision Sciences · Engineering · #Probabilistic and Robust Engineering Design #Composite Material Mechanics #Mechanical Behavior of Composites

paper · doi:10.1016/j.cma.2024.117571

Citations

• Nonlocal Continuum Damage, Localization Instability and Convergence
• Analysis of a complex of statistical variables into principal components.
• Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations