Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning. - Farhad Pourkamali-Anaraki; Jamal F. Husseini; Scott E. Stapleton (IEEE Access, 2024)

Two-stage surrogate modeling for data-driven design optimization with application to composite microstructure generation. - Farhad Pourkamali-Anaraki; Jamal F. Husseini; Evan J. Pineda; Brett A. Bednarcyk; Scott E. Stapleton (Eng. Appl. Artif. Intell., 2024)