Template-based MOSFET device model. - Mark G. Graham; John J. Paulos; Douglas W. Nychka (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1995)

Multivariate sensitivity analysis of saturated flow through simulated highly heterogeneous groundwater aquifers. - C. L. Winter; Alberto Guadagnini; Douglas W. Nychka; Daniel M. Tartakovsky (J. Comput. Phys., 2006)

Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach. - Tomoko Matsuo; Douglas W. Nychka; Debashis Paul (Comput. Stat. Data Anal., 2011)

Nonstationary modeling for multivariate spatial processes. - William Kleiber; Douglas W. Nychka (J. Multivar. Anal., 2012)

Fast covariance parameter estimation of spatial Gaussian process models using neural networks. - Florian Gerber; Douglas W. Nychka (CoRR, 2020)

Parallel cross-validation: A scalable fitting method for Gaussian process models. - Florian Gerber; Douglas W. Nychka (Comput. Stat. Data Anal., 2021)

Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks. - Sweta Rai; Alexis Hoffman; Soumendra Lahiri; Douglas W. Nychka; Stephan R. Sain; Soutir Bandyopadhyay (CoRR, 2023)

Modeling Spatial Extremes using Non-Gaussian Spatial Autoregressive Models via Convolutional Neural Networks. - Sweta Rai; Douglas W. Nychka; Soutir Bandyopadhyay (CoRR, 2025)