Douglas W. Nychka

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 3

Top Topics

Parameter Estimation

Gaussian Process Models

Top Venues

Comput. Stat. Data Anal.

Publications

Sweta Rai, Alexis Hoffman, Soumendra Lahiri, Douglas W. Nychka, Stephan R. Sain, Soutir Bandyopadhyay
Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks. CoRR (2023)
Florian Gerber, Douglas W. Nychka
Parallel cross-validation: A scalable fitting method for Gaussian process models. Comput. Stat. Data Anal. 155 (2021)
Florian Gerber, Douglas W. Nychka
Fast covariance parameter estimation of spatial Gaussian process models using neural networks. CoRR (2020)
William Kleiber, Douglas W. Nychka
Nonstationary modeling for multivariate spatial processes. J. Multivar. Anal. 112 (2012)
Tomoko Matsuo, Douglas W. Nychka, Debashis Paul
Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach. Comput. Stat. Data Anal. 55 (6) (2011)
C. L. Winter, Alberto Guadagnini, Douglas W. Nychka, Daniel M. Tartakovsky
Multivariate sensitivity analysis of saturated flow through simulated highly heterogeneous groundwater aquifers. J. Comput. Phys. 217 (1) (2006)
Mark G. Graham, John J. Paulos, Douglas W. Nychka
Template-based MOSFET device model. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 14 (8) (1995)