David Higdon

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 5

Top Topics

Gaussian Process

Top Venues

Environ. Model. Softw.

Publications

Arindam Fadikar, Abby Stevens, Nicholson T. Collier, Kok Ben Toh, Olga Morozova, Anna Hotton, Jared Clark, David Higdon, Jonathan Ozik
Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo. IPDPS (Workshops) (2024)
Annie Sauer, Robert B. Gramacy, David Higdon
Active Learning for Deep Gaussian Process Surrogates. Technometrics 65 (1) (2023)
Bianica Pires, Gizem Korkmaz, Katherine B. Ensor, David Higdon, Sallie Keller, Bryan L. Lewis, Aaron D. Schroeder
Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach. Environ. Model. Softw. 103 (2018)
James R. Gattiker, Michael S. Hamada, David Higdon, Matthias Schonlau, William J. Welch
Using a Gaussian Process as a Nonparametric Regression Model. Qual. Reliab. Eng. Int. 32 (2) (2016)
Bianica Pires, Joshua Goldstein, David Higdon, Gizem Korkmaz, Sallie Keller, Stephanie Shipp, Ken Hamall, Art Koehler
A Bayesian simulation approach for supply chain synchronization. WSC (2016)
Humberto C. Godinez, Earl Lawrence, David Higdon, Aaron J. Ridley, Josef Koller, Alexei V. Klimenko
Specification of the Ionosphere-Thermosphere Using the Ensemble Kalman Filter. DyDESS (2014)
David Higdon, James R. Gattiker, Earl Lawrence, Charles S. Jackson, Michael Tobis, Matthew T. Pratola, Salman Habib, Katrin Heitmann, Steve Price
Computer Model Calibration Using the Ensemble Kalman Filter. Technometrics 55 (4) (2013)
Tracy Holsclaw, Bruno Sansó, Herbert K. H. Lee, Katrin Heitmann, Salman Habib, David Higdon, Ujjaini Alam
Gaussian Process Modeling of Derivative Curves. Technometrics 55 (1) (2013)
Tan Bui-Thanh, Omar Ghattas, David Higdon
Adaptive Hessian-Based Nonstationary Gaussian Process Response Surface Method for Probability Density Approximation with Application to Bayesian Solution of Large-Scale Inverse Problems. SIAM J. Sci. Comput. 34 (6) (2012)
Crystal Linkletter, Derek Bingham, Nicolas W. Hengartner, David Higdon, Kenny Q. Ye
Variable Selection for Gaussian Process Models in Computer Experiments. Technometrics 48 (4) (2006)
James R. Gattiker, Earl Lawrence, David Higdon
Analysis of Multi-domain Complex Simulation Studies. ICCSA (3) (2006)