AI-driven workflow for designing and optimizing polymer nonwovens by combining 3D ODF microstructure analysis (X-ray micro-CT, SEM), multiscale nonlinear FEA, and machine learning to predict mechanical and filtration performance while reducing basis weight, cost, and waste.