Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Devin Francom"'
Autor:
Devin Francom, Bruno Sansó
Publikováno v:
Journal of Statistical Software, Vol 94, Iss 1, Pp 1-36 (2020)
We present the R package BASS as a tool for nonparametric regression. The primary focus of the package is fitting fully Bayesian adaptive spline surface (BASS) models and performing global sensitivity analyses of these models. The BASS framework is s
Externí odkaz:
https://doaj.org/article/146de069b5b4451b9d86cc8e1087acb6
Publikováno v:
SIAM/ASA Journal on Uncertainty Quantification. 10:125-150
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d9d2d1a477cf06ad050e7654b2b70289
https://doi.org/10.1137/20m135279x
https://doi.org/10.1137/20m135279x
Publikováno v:
Environmetrics. 34
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ff01216e9071c67551572b9f5c470cad
https://doi.org/10.1002/env.2796
https://doi.org/10.1002/env.2796
Publikováno v:
All Days.
ABSTRACT: Geomechanical rock properties have a broad impact on drilling, completion, production, and reservoir management decisions. Accurate quantification of measurements and correctly propagating uncertainty throughout the modeling process can imp
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::16ccf45d5805ce6d75bb3c4075d99f99
https://doi.org/10.56952/arma-2022-0104
https://doi.org/10.56952/arma-2022-0104
Autor:
Bruno Sansó, Devin Francom
Publikováno v:
Journal of Statistical Software, Vol 94, Iss 1, Pp 1-36 (2020)
Journal of Statistical Software; Vol 94 (2020); 1-36
Journal of Statistical Software; Vol 94 (2020); 1-36
We present the R package BASS as a tool for nonparametric regression. The primary focus of the package is fitting fully Bayesian adaptive spline surface (BASS) models and performing global sensitivity analyses of these models. The BASS framework is s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::873c6fbc0aa8bbe8ece3bba24be3c883
https://www.jstatsoft.org/index.php/jss/article/view/2988
https://www.jstatsoft.org/index.php/jss/article/view/2988
Autor:
Divya Banesh, J. Lazarz, Devin Francom, Kyle J. Ramos, Richard L. Sandberg, Earl Lawrence, Darby J. Luscher, John L. Barber, James Ahrens, Cynthia Bolme, Ayan Biswas, Sven C. Vogel, Christopher M. Biwer, David J. Walters
Publikováno v:
Journal of Dynamic Behavior of Materials. 7:170-187
Many important aspects of the dynamic thermo-mechanical response of materials occur at the mesoscale, i.e. a physical scale of interactions smaller than what can be adequately described by homogenous behaviors, yet larger than the scale of the atomic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::88e811d2214d04df10d5ea4e3548121e
https://doi.org/10.1007/s40870-020-00254-8
https://doi.org/10.1007/s40870-020-00254-8
Autor:
Christopher M. Biwer, D. Anthony Fredenburg, Ayan Biswas, David J. Walters, Devin Francom, Cynthia Bolme, James Ahrens, Earl Lawrence, Richard L. Sandberg
Publikováno v:
Computing in Science & Engineering. 22:44-54
Validating simulations with experimental results is a vital component of modern materials science. Existing workflows require substantial human intervention to interpret their results. We present a statistical approach to identify physically meaningf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ac689edf23f8ea3a62e1fbfd8627b51d
https://doi.org/10.1109/mcse.2018.2882750
https://doi.org/10.1109/mcse.2018.2882750
Publikováno v:
Journal of the American Statistical Association. 114:1450-1465
An atmospheric release of hazardous material, whether accidental or intentional, can be catastrophic for those in the path of the plume. Predicting the path of a plume based on characteristics of t...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cddce8e7a2025c19e68cad19429cee86
https://doi.org/10.1080/01621459.2018.1562933
https://doi.org/10.1080/01621459.2018.1562933
