CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification. - Sangpil Kim; Nick Winovich; Guang Lin 001; Karthik Ramani (CoRR, 2018)

ConvPDE-UQ: Convolutional neural networks with quantified uncertainty for heterogeneous elliptic partial differential equations on varied domains. - Nick Winovich; Karthik Ramani; Guang Lin 001 (J. Comput. Phys., 2019)

Latent transformations neural network for object view synthesis. - Sangpil Kim; Nick Winovich; Hyung-Gun Chi; Guang Lin 001; Karthik Ramani (Vis. Comput., 2020)

Imperfect Recognition: A Study of OCR Limitations in the Context of Scientific Documents. - Chinmay Sahasrabudhe; Yang Ho; Nick Winovich; Sivasankaran Rajamanickam (IPDPS (Workshops), 2025)

Active operator learning with predictive uncertainty quantification for partial differential equations. - Nick Winovich; Mitchell Daneker; Lu Lu 010; Guang Lin (CoRR, 2025)