Gaussian process approach for dose mapping in radiation fields

Nuclear Engineering and Technology - Tập 52 - Trang 1807-1816 - 2020
Bassam A. Khuwaileh1, Walid A. Metwally1
1Department of Mechanical and Nuclear Engineering, University of Sharjah, Sharjah, 27272, United Arab Emirates

Tài liệu tham khảo

FANR, 2014

1999

Zhang, 2009, GIS-based spatial precipitation estimation: a comparison of geostatistical approaches 1, JAWRA J. Am. Water Resour. Assoc., 45, 894, 10.1111/j.1752-1688.2009.00335.x

Pesquer, 2011, Parallel ordinary kriging interpolation incorporating automatic variogram fitting, Comput. Geosci., 37, 464, 10.1016/j.cageo.2010.10.010

Aalto, 2013, Spatial interpolation of monthly climate data for Finland: comparing the performance of kriging and generalized additive models, Theor. Appl. Climatol., 112, 99, 10.1007/s00704-012-0716-9

Dubois, 2003

Dubois, 2005

Dubois, 2005, Introduction to the spatial interpolation comparison (SIC) 2004 exercise and presentation of the datasets, Appl. GIS, 1, 10.2104/ag050009

Khuwaileh, 2017, Surrogate based model calibration for pressurized water reactor physics calculations, Nucl. Eng. Technol., 49, 1219, 10.1016/j.net.2017.08.007

Coleman, 2019, Gradient-free construction of active subspaces for dimension reduction in complex models with applications to neutronics, SIAM/ASA J. Uncertain. Quantification, 7, 117, 10.1137/16M1075119

Ryan, 2008

Höskuldsson, 1988, PLS regression methods, J. Chemom., 2, 211, 10.1002/cem.1180020306

Myers, 1995

Lucia, 2004, Reduced-order modeling: new approaches for computational physics, Prog. Aerosp. Sci., 40, 51, 10.1016/j.paerosci.2003.12.001

Halko, 2011, Finding structure with randomness: probabilistic algorithms for constructing approximate matrix decompositions, SIAM Rev., 53, 217, 10.1137/090771806

Constantine, 2014, Active subspace methods in theory and practice: applications to kriging surfaces, SIAM J. Sci. Comput., 36, A1500, 10.1137/130916138

Adams, 2017

Rasmussen, 2006, vol. 38, 715

Metwally, 2017, Neutron and photon dose mapping of a DD neutron generator, Radiat. Prot. Dosim., 176, 258, 10.1093/rpd/ncx004

Adams, 2017

Smith, 2013

Los Alamos National Laboratory (LANL), 2003