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M

Matthew T. Pratola

Indiana University
H指数:10
被引数:635
浏览量:0

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Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs

基于GPU的高维高斯过程模拟的缩放块Vecchia近似

IEEE Transactions on Parallel and Distributed Systems
IF6
2026-09-080
PRE
Qilong Pan; Sameh Abdulah; Mustafa Abduljabbar; Hatem Ltaief; Andreas Herten; Mathis Bode; Matthew Pratola; Arindam Fadikar; Marc G. Genton; David E. Keyes; Ying Sun
Bayesian model-data comparison incorporating theoretical uncertainties

贝叶斯模型-数据比较，纳入理论不确定性

Physics Letters B
IF4.5
2025-10-140
OAAI
sunil Jaiswal; Chun Shen; Richard Furnstahl; Ulrich Heinz; Matthew Pratola
Assessing correlated truncation errors in modern nucleon-nucleon potentials
PHYSICAL REVIEW C
IF3.4
2024-10-160
OA
Millican, P. J.; Furnstahl, R. J.; Melendez, J. A.; Phillips, D. R.; Pratola, M. T.
Get on the BAND Wagon: a Bayesian framework for quantifying model uncertainties in nuclear dynamics
JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
2021-05-2072
OA
Phillips, 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.
Assessing variable activity for Bayesian regression trees

评估贝叶斯回归树的变量活动

RELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
2021-03-017
OAAI
Horiguchi, Akira; Pratola, Matthew T.; Santner, Thomas J.
Quantifying correlated truncation errors in effective field theory
PHYSICAL REVIEW C
IF3.4
2019-10-10116
OAAI
Melendez, J. A.; Furnstahl, R. J.; Phillips, D. R.; Pratola, M. T.; Wesolowski, S.
Building Quantitative Structure-Activity Relationship Models Using Bayesian Additive Regression Trees
JOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
2019-04-187
PREAI
Feng, Dai; Syetnik, Vladimir; Liaw, Andy; Pratola, Matthew; Sheridan, Robert P.

研究方向

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R
R. J. Furnstahl
H 指数:52论文数:267被引数:9,154
D
Daniel R. Phillips
H 指数:43论文数:303被引数:5,855
U
Ulrich Heinz
H 指数:80论文数:499被引数:2.3万
J
J. A. Melendez
H 指数:12论文数:36被引数:1,104
W
W. Nazarewicz
H 指数:98论文数:761被引数:3.5万
Y
Ying Sun
H 指数:56论文数:582被引数:1.1万
F
Frédéri Viens
H 指数:29论文数:324被引数:2,844
沈
沈淳
H 指数:67论文数:546被引数:1.7万
F
F. M. Nunes
H 指数:34论文数:219被引数:3,690
S
Stefan M. Wild
H 指数:37论文数:296被引数:6,643