Manifold learning for the emulation of spatial fields from computational models. - Wei W. Xing; Vasileios Triantafyllidis; Akeel A. Shah; Prasanth B. Nair; Nicholas Zabaras (J. Comput. Phys., 2016)

High-dimensional-output surrogate models for uncertainty and sensitivity analyses. - Vasileios Triantafyllidis (2018)