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R

Robert B. Gramacy

virginia polytechnic institute & state university

38H-index
216Paper Count
6.2KCitation Count
Published Papers 14
Publication Date
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Modernizing full posterior inference for surrogate modeling of categorical-output simulation experiments
errQuality Engineering
IF2.2
err2026-01-02
err0
PREAI
errCooper, Andrew; Booth, Annie S.; Gramacy, Robert B.
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errSave
Voronoi candidates for Bayesian optimization
errJOURNAL OF GLOBAL OPTIMIZATION
IF1.7
err2025-12-01
err0
PREAI
errWycoff, Nathan; Smith Jr, John W.; Booth, Annie S.; Gramacy, Robert B.
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errSave
Active Learning of Piecewise Gaussian Process Surrogates
errTECHNOMETRICS
IF2.5
err2025-10-01
err0
PREAI
errPark, Chiwoo; Waelder, Robert; Kang, Bonggwon; Maruyama, Benji; Hong, Soondo; Gramacy, Robert B.
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errSave
A framework for developing a real-time lake phytoplankton forecasting system to support water quality management in the face of global change
errAMBIO
IF5.1
err2024-09-20
err1
errOAAI
errCarey, Cayelan C.; Calder, Ryan S. D.; Figueiredo, Renato J.; Gramacy, Robert B.; Lofton, Mary E.; Schreiber, Madeline E.; Thomas, R. Quinn
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errSave
Analyzing Stochastic Computer Models: A Review with Opportunities
errSTATISTICAL SCIENCE
IF3.4
err2022-02-01
err26
errOAAI
errBaker, Evan; Barbillon, Pierre; Fadikar, Arindam; Gramacy, Robert B.; Herbei, Radu; Higdon, David; Huang, Jiangeng; Johnson, Leah R.; Ma, Pulong; Mondal, Anirban; Pires, Bianica; Sacks, Jerome; Sokolov, Vadim
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A statistical evaluation of multiple regression models for contact dynamics in rail vehicles using roller rig data
errINTERNATIONAL JOURNAL OF RAIL TRANSPORTATION
IF3.6
err2022-01-04
err2
errOAAI
errHosseini, Sayed Mohammad; Radmehr, Ahmad; Ahangarnejad, Arash Hosseinian; Gramacy, Robert B.; Ahmadian, Mehdi
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errSave
hetGP: Heteroskedastic Gaussian Process Modeling and Sequential Design in R
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2021-01-01
err28
errOAAI
errBinois, Mickael; Gramacy, Robert B.
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errSave
An open challenge to advance probabilistic forecasting for dengue epidemics
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-11-11
err125
errOAAI
errJohansson, Michael A.; Apfeldorf, Karyn M.; Dobson, Scott; Devita, Jason; Buczak, Anna L.; Baugher, Benjamin; Moniz, Linda J.; Bagley, Thomas; Babin, Steven M.; Guven, Erhan; Yamana, Teresa K.; Shaman, Jeffrey; Moschou, Terry; Lothian, Nick; Lane, Aaron; Osborne, Grant; Jiang, Gao; Brooks, Logan C.; Farrow, David C.; Hyun, Sangwon; Tibshirani, Ryan J.; Rosenfeld, Roni; Lessler, Justin; Reich, Nicholas G.; Cummings, Derek A. T.; Lauer, Stephen A.; Moore, Sean M.; Clapham, Hannah E.; Lowe, Rachel; Bailey, Trevor C.; Garcia-Diez, Markel; Carvalho, Marilia Sa; Rodo, Xavier; Sardar, Tridip; Paul, Richard; Ray, Evan L.; Sakrejda, Krzysztof; Brown, Alexandria C.; Meng, Xi; Osoba, Osonde; Vardavas, Raffaele; Manheim, David; Moore, Melinda; Rao, Dhananjai M.; Porco, Travis C.; Ackley, Sarah; Liu, Fengchen; Worden, Lee; Convertino, Matteo; Liu, Yang; Reddy, Abraham; Ortiz, Eloy; Rivero, Jorge; Brito, Humberto; Juarrero, Alicia; Johnson, Leah R.; Gramacy, Robert B.; Cohen, JeremyM.; Mordecai, Erina.; Murdock, Courtney C.; Rohr, Jason R.; Ryan, Sadie J.; Stewart-Ibarra, Anna M.; Weikel, Daniel P.; Jutla, Antarpreet; Khan, Rakibul; Poultney, Marissa; Colwell, Rita R.; Rivera-Garcia, Brenda; Barker, Christopher M.; Bell, Jesse E.; Biggerstaff, Matthew; Swerdlow, David; Mier-y-Teran-Romero, Luis; Forshey, Brett M.; Trtanj, Juli; Asher, Jason; Clay, Matt; Margolis, Harold S.; Hebbeler, Andrew M.; George, Dylan; Chretien, Jean-Paul
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PARAMETER AND UNCERTAINTY ESTIMATION FOR DYNAMICAL SYSTEMS USING SURROGATE STOCHASTIC PROCESSES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2019-07-16
err12
errOAAI
errChung, Matthias; Binois, Mickael; Gramacy, Robert B.; Bardsley, Johnathan M.; Moquin, David J.; Smith, Amanda P.; Smith, Amber M.
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errSave
laGP: Large-Scale Spatial Modeling via Local Approximate Gaussian Processes in R
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2016-01-01
err122
errOAAI
errGramacy, Robert B.
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errSave
Bayesian treed response surface models
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2013-07-09
err15
PREAI
errChipman, Hugh; George, Edward I.; Gramacy, Robert B.; McCulloch, Robert
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errSave
The importance of prior choice in model selection: a density dependence example
errMETHODS IN ECOLOGY AND EVOLUTION
IF6.2
err2012-11-19
err11
errOAAI
errLawrence, James D.; Gramacy, Robert B.; Thomas, Len; Buckland, Stephen T.
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errSave
Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2012-01-01
err487
errOAAI
errGramacy, Robert B.; Lee, Herbert K. H.
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errSave
Dynamic Trees for Learning and Design
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2011-03-01
err76
errOAAI
errTaddy, Matthew A.; Gramacy, Robert B.; Polson, Nicholas G.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Rita R. Colwell
H-index: 125 · Papers: 1.1K
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Derek A. T. Cummings
H-index: 82 · Papers: 425
D
David L. Swerdlow
H-index: 78 · Papers: 270
J
Justin Lessler
H-index: 77 · Papers: 498
S
S. T. Buckland
H-index: 76 · Papers: 336
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