Nick Winovich

According to our database, Nick Winovich authored at least 5 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Active operator learning with predictive uncertainty quantification for partial differential equations.

Nick Winovich, Mitchell Daneker, Lu Lu, Guang Lin

CoRR, March, 2025

Imperfect Recognition: A Study of OCR Limitations in the Context of Scientific Documents.

Chinmay Sahasrabudhe, Yang Ho, Nick Winovich, Sivasankaran Rajamanickam

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

2020

Latent transformations neural network for object view synthesis.

Sangpil Kim, Nick Winovich, Hyung-Gun Chi, Guang Lin, Karthik Ramani

Vis. Comput., 2020

2019

ConvPDE-UQ: Convolutional neural networks with quantified uncertainty for heterogeneous elliptic partial differential equations on varied domains.

Nick Winovich, Karthik Ramani, Guang Lin

J. Comput. Phys., 2019

2018

CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification.

Sangpil Kim, Nick Winovich, Guang Lin, Karthik Ramani

CoRR, 2018