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Matthew T. Pratola

Indiana University

10H-index
63Paper Count
635Citation Count
Published Papers 7
Publication Date
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Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-09-08
err0
PREAI
errQilong Pan; Sameh Abdulah; Mustafa Abduljabbar; Hatem Ltaief; Andreas Herten; Mathis Bode; Matthew Pratola; Arindam Fadikar; Marc G. Genton; David E. Keyes; Ying Sun
errShare
errSave
Bayesian model-data comparison incorporating theoretical uncertainties
errPhysics Letters B
IF4.5
err2025-10-14
err0
errOAAI
errsunil Jaiswal; Chun Shen; Richard Furnstahl; Ulrich Heinz; Matthew Pratola
errShare
errSave
Assessing correlated truncation errors in modern nucleon-nucleon potentials
errPHYSICAL REVIEW C
IF3.4
err2024-10-16
err0
errOAAI
errMillican, P. J.; Furnstahl, R. J.; Melendez, J. A.; Phillips, D. R.; Pratola, M. T.
errShare
errSave
Get on the BAND Wagon: a Bayesian framework for quantifying model uncertainties in nuclear dynamics
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2021-05-20
err72
errOAAI
errPhillips, D. R.; Furnstahl, R. J.; Heinz, U.; Maiti, T.; Nazarewicz, W.; Nunes, F. M.; Plumlee, M.; Pratola, M. T.; Pratt, S.; Viens, F. G.; Wild, S. M.
errShare
errSave
Assessing variable activity for Bayesian regression trees
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-03-01
err7
errOAAI
errHoriguchi, Akira; Pratola, Matthew T.; Santner, Thomas J.
errShare
errSave
Quantifying correlated truncation errors in effective field theory
errPHYSICAL REVIEW C
IF3.4
err2019-10-10
err116
errOAAI
errMelendez, J. A.; Furnstahl, R. J.; Phillips, D. R.; Pratola, M. T.; Wesolowski, S.
errShare
errSave
Building Quantitative Structure-Activity Relationship Models Using Bayesian Additive Regression Trees
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2019-04-18
err7
PREAI
errFeng, Dai; Syetnik, Vladimir; Liaw, Andy; Pratola, Matthew; Sheridan, Robert P.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
W
W. Nazarewicz
H-index: 98 · Papers: 761
U
Ulrich Heinz
H-index: 80 · Papers: 499
R
Robert P. Sheridan
H-index: 75 · Papers: 190
沈
沈淳 (Chun Shen)
H-index: 67 · Papers: 546
M
Marc G. Genton
H-index: 57 · Papers: 494
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