David Higdon

11 papers Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo.
IPDPS (Workshops)
Arindam Fadikar, Abby Stevens, Nicholson T. Collier, Kok Ben Toh, Olga Morozova, Anna Hotton, Jared Clark, David Higdon, Jonathan Ozik
2023 J jnl
Active Learning for Deep Gaussian Process Surrogates.
Technometrics
Annie Sauer, Robert B. Gramacy, David Higdon
2018 J jnl
Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach.
Environ. Model. Softw.
Bianica Pires, Gizem Korkmaz, Katherine B. Ensor, David Higdon, Sallie Keller, Bryan L. Lewis, Aaron D. Schroeder
2016 Misc conf
A Bayesian simulation approach for supply chain synchronization.
WSC
Bianica Pires, Joshua Goldstein, David Higdon, Gizem Korkmaz, Sallie Keller, Stephanie Shipp, Ken Hamall, Art Koehler
2016 J jnl
Using a Gaussian Process as a Nonparametric Regression Model.
Qual. Reliab. Eng. Int.
James R. Gattiker, Michael S. Hamada, David Higdon, Matthias Schonlau, William J. Welch
2014 — conf
Specification of the Ionosphere-Thermosphere Using the Ensemble Kalman Filter.
DyDESS
Humberto C. Godinez, Earl Lawrence, David Higdon, Aaron J. Ridley, Josef Koller, Alexei V. Klimenko
2013 J jnl
Computer Model Calibration Using the Ensemble Kalman Filter.
Technometrics
David Higdon, James R. Gattiker, Earl Lawrence, Charles S. Jackson, Michael Tobis, Matthew T. Pratola, Salman Habib, Katrin Heitmann, Steve Price
2013 J jnl
Gaussian Process Modeling of Derivative Curves.
Technometrics
Tracy Holsclaw, Bruno Sansó, Herbert K. H. Lee, Katrin Heitmann, Salman Habib, David Higdon, Ujjaini Alam
2012 J jnl
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.
Tan Bui-Thanh, Omar Ghattas, David Higdon
2006 — conf
Analysis of Multi-domain Complex Simulation Studies.
ICCSA (3)
James R. Gattiker, Earl Lawrence, David Higdon
2006 J jnl
Variable Selection for Gaussian Process Models in Computer Experiments.
Technometrics
Crystal Linkletter, Derek Bingham, Nicolas W. Hengartner, David Higdon, Kenny Q. Ye