BibTeX records: Nicholas Zabaras

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@article{DBLP:journals/jcphy/SchoberlZK17,
  author    = {Markus Sch{\"{o}}berl and
               Nicholas Zabaras and
               Phaedon{-}Stelios Koutsourelakis},
  title     = {Predictive coarse-graining},
  journal   = {J. Comput. Physics},
  volume    = {333},
  pages     = {49--77},
  year      = {2017},
  url       = {https://doi.org/10.1016/j.jcp.2016.10.073},
  doi       = {10.1016/j.jcp.2016.10.073},
  timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/SchoberlZK17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/KatsoulakisZ17,
  author    = {Markos A. Katsoulakis and
               Nicholas Zabaras},
  title     = {Special Issue: Predictive multiscale materials modeling},
  journal   = {J. Comput. Physics},
  volume    = {338},
  pages     = {18--20},
  year      = {2017},
  url       = {https://doi.org/10.1016/j.jcp.2017.02.045},
  doi       = {10.1016/j.jcp.2017.02.045},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/KatsoulakisZ17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/AldegundeKZ16,
  author    = {Manuel Aldegunde and
               James R. Kermode and
               Nicholas Zabaras},
  title     = {Development of an exchange-correlation functional with uncertainty
               quantification capabilities for density functional theory},
  journal   = {J. Comput. Physics},
  volume    = {311},
  pages     = {173--195},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.jcp.2016.01.034},
  doi       = {10.1016/j.jcp.2016.01.034},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/AldegundeKZ16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/KoutsourelakisZ16,
  author    = {Phaedon{-}Stelios Koutsourelakis and
               Nicholas Zabaras and
               Michele Girolami},
  title     = {Special Issue: Big data and predictive computational modeling},
  journal   = {J. Comput. Physics},
  volume    = {321},
  pages     = {1252--1254},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.jcp.2016.03.028},
  doi       = {10.1016/j.jcp.2016.03.028},
  timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/KoutsourelakisZ16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/AldegundeZK16,
  author    = {Manuel Aldegunde and
               Nicholas Zabaras and
               Jesper Kristensen},
  title     = {Quantifying uncertainties in first-principles alloy thermodynamics
               using cluster expansions},
  journal   = {J. Comput. Physics},
  volume    = {323},
  pages     = {17--44},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.jcp.2016.07.016},
  doi       = {10.1016/j.jcp.2016.07.016},
  timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/AldegundeZK16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/EllamZG16,
  author    = {Louis Ellam and
               Nicholas Zabaras and
               Mark A. Girolami},
  title     = {A Bayesian approach to multiscale inverse problems with on-the-fly
               scale determination},
  journal   = {J. Comput. Physics},
  volume    = {326},
  pages     = {115--140},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.jcp.2016.08.031},
  doi       = {10.1016/j.jcp.2016.08.031},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/EllamZG16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/XingTSNZ16,
  author    = {W. W. Xing and
               V. Triantafyllidis and
               A. A. Shah and
               P. B. Nair and
               Nicholas Zabaras},
  title     = {Manifold learning for the emulation of spatial fields from computational
               models},
  journal   = {J. Comput. Physics},
  volume    = {326},
  pages     = {666--690},
  year      = {2016},
  url       = {https://doi.org/10.1016/j.jcp.2016.07.040},
  doi       = {10.1016/j.jcp.2016.07.040},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/XingTSNZ16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/ChenZB15,
  author    = {Peng Chen and
               Nicholas Zabaras and
               Ilias Bilionis},
  title     = {Uncertainty propagation using infinite mixture of Gaussian processes
               and variational Bayesian inference},
  journal   = {J. Comput. Physics},
  volume    = {284},
  pages     = {291--333},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.jcp.2014.12.028},
  doi       = {10.1016/j.jcp.2014.12.028},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/ChenZB15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/cphysics/KristensenZ14,
  author    = {Jesper Kristensen and
               Nicholas Zabaras},
  title     = {Bayesian uncertainty quantification in the evaluation of alloy properties
               with the cluster expansion method},
  journal   = {Computer Physics Communications},
  volume    = {185},
  number    = {11},
  pages     = {2885--2892},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.cpc.2014.07.013},
  doi       = {10.1016/j.cpc.2014.07.013},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/cphysics/KristensenZ14},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/WanZ14,
  author    = {Jiang Wan and
               Nicholas Zabaras},
  title     = {A probabilistic graphical model based stochastic input model construction},
  journal   = {J. Comput. Physics},
  volume    = {272},
  pages     = {664--685},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.jcp.2014.05.002},
  doi       = {10.1016/j.jcp.2014.05.002},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/WanZ14},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/BilionisZKL13,
  author    = {Ilias Bilionis and
               Nicholas Zabaras and
               Bledar A. Konomi and
               Guang Lin},
  title     = {Multi-output separable Gaussian process: Towards an efficient, fully
               Bayesian paradigm for uncertainty quantification},
  journal   = {J. Comput. Physics},
  volume    = {241},
  pages     = {212--239},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.jcp.2013.01.011},
  doi       = {10.1016/j.jcp.2013.01.011},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/BilionisZKL13},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/WanZ13,
  author    = {Jiang Wan and
               Nicholas Zabaras},
  title     = {A probabilistic graphical model approach to stochastic multiscale
               partial differential equations},
  journal   = {J. Comput. Physics},
  volume    = {250},
  pages     = {477--510},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.jcp.2013.05.016},
  doi       = {10.1016/j.jcp.2013.05.016},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/WanZ13},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/ChenZ13,
  author    = {Peng Chen and
               Nicholas Zabaras},
  title     = {A nonparametric belief propagation method for uncertainty quantification
               with applications to flow in random porous media},
  journal   = {J. Comput. Physics},
  volume    = {250},
  pages     = {616--643},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.jcp.2013.05.006},
  doi       = {10.1016/j.jcp.2013.05.006},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/ChenZ13},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/BilionisZ12,
  author    = {Ilias Bilionis and
               Nicholas Zabaras},
  title     = {Multi-output local Gaussian process regression: Applications to uncertainty
               quantification},
  journal   = {J. Comput. Physics},
  volume    = {231},
  number    = {17},
  pages     = {5718--5746},
  year      = {2012},
  url       = {https://doi.org/10.1016/j.jcp.2012.04.047},
  doi       = {10.1016/j.jcp.2012.04.047},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/BilionisZ12},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/siamsc/BilionisZ12,
  author    = {Ilias Bilionis and
               Nicholas Zabaras},
  title     = {Multidimensional Adaptive Relevance Vector Machines for Uncertainty
               Quantification},
  journal   = {{SIAM} J. Scientific Computing},
  volume    = {34},
  number    = {6},
  year      = {2012},
  url       = {https://doi.org/10.1137/120861345},
  doi       = {10.1137/120861345},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/siamsc/BilionisZ12},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/MaZ11,
  author    = {Xiang Ma and
               Nicholas Zabaras},
  title     = {A stochastic mixed finite element heterogeneous multiscale method
               for flow in porous media},
  journal   = {J. Comput. Physics},
  volume    = {230},
  number    = {12},
  pages     = {4696--4722},
  year      = {2011},
  url       = {https://doi.org/10.1016/j.jcp.2011.03.001},
  doi       = {10.1016/j.jcp.2011.03.001},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/MaZ11},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/MaZ11a,
  author    = {Xiang Ma and
               Nicholas Zabaras},
  title     = {Kernel principal component analysis for stochastic input model generation},
  journal   = {J. Comput. Physics},
  volume    = {230},
  number    = {19},
  pages     = {7311--7331},
  year      = {2011},
  url       = {https://doi.org/10.1016/j.jcp.2011.05.037},
  doi       = {10.1016/j.jcp.2011.05.037},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/MaZ11a},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/MaZ10,
  author    = {Xiang Ma and
               Nicholas Zabaras},
  title     = {An adaptive high-dimensional stochastic model representation technique
               for the solution of stochastic partial differential equations},
  journal   = {J. Comput. Physics},
  volume    = {229},
  number    = {10},
  pages     = {3884--3915},
  year      = {2010},
  url       = {https://doi.org/10.1016/j.jcp.2010.01.033},
  doi       = {10.1016/j.jcp.2010.01.033},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/MaZ10},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/GanapathysubramanianZ09,
  author    = {Baskar Ganapathysubramanian and
               Nicholas Zabaras},
  title     = {A stochastic multiscale framework for modeling flow through random
               heterogeneous porous media},
  journal   = {J. Comput. Physics},
  volume    = {228},
  number    = {2},
  pages     = {591--618},
  year      = {2009},
  url       = {https://doi.org/10.1016/j.jcp.2008.10.006},
  doi       = {10.1016/j.jcp.2008.10.006},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/GanapathysubramanianZ09},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/MaZ09,
  author    = {Xiang Ma and
               Nicholas Zabaras},
  title     = {An adaptive hierarchical sparse grid collocation algorithm for the
               solution of stochastic differential equations},
  journal   = {J. Comput. Physics},
  volume    = {228},
  number    = {8},
  pages     = {3084--3113},
  year      = {2009},
  url       = {https://doi.org/10.1016/j.jcp.2009.01.006},
  doi       = {10.1016/j.jcp.2009.01.006},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/MaZ09},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/sadm/SundararaghavanZ09,
  author    = {Veera Sundararaghavan and
               Nicholas Zabaras},
  title     = {A statistical learning approach for the design of polycrystalline
               materials},
  journal   = {Statistical Analysis and Data Mining},
  volume    = {1},
  number    = {5},
  pages     = {306--321},
  year      = {2009},
  url       = {https://doi.org/10.1002/sam.10017},
  doi       = {10.1002/sam.10017},
  timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/sadm/SundararaghavanZ09},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/ZabarasG08,
  author    = {Nicholas Zabaras and
               Baskar Ganapathysubramanian},
  title     = {A scalable framework for the solution of stochastic inverse problems
               using a sparse grid collocation approach},
  journal   = {J. Comput. Physics},
  volume    = {227},
  number    = {9},
  pages     = {4697--4735},
  year      = {2008},
  url       = {https://doi.org/10.1016/j.jcp.2008.01.019},
  doi       = {10.1016/j.jcp.2008.01.019},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/ZabarasG08},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/GanapathysubramanianZ08,
  author    = {Baskar Ganapathysubramanian and
               Nicholas Zabaras},
  title     = {A non-linear dimension reduction methodology for generating data-driven
               stochastic input models},
  journal   = {J. Comput. Physics},
  volume    = {227},
  number    = {13},
  pages     = {6612--6637},
  year      = {2008},
  url       = {https://doi.org/10.1016/j.jcp.2008.03.023},
  doi       = {10.1016/j.jcp.2008.03.023},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/GanapathysubramanianZ08},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/MaZ08,
  author    = {Xiang Ma and
               Nicholas Zabaras},
  title     = {A stabilized stochastic finite element second-order projection method
               for modeling natural convection in random porous media},
  journal   = {J. Comput. Physics},
  volume    = {227},
  number    = {18},
  pages     = {8448--8471},
  year      = {2008},
  url       = {https://doi.org/10.1016/j.jcp.2008.06.008},
  doi       = {10.1016/j.jcp.2008.06.008},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/MaZ08},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/cse/ZabarasS07,
  author    = {Nicholas Zabaras and
               Sethuraman Sankaran},
  title     = {An Information-Theoretic Approach to Stochastic Materials Modeling},
  journal   = {Computing in Science and Engineering},
  volume    = {9},
  number    = {2},
  pages     = {30--39},
  year      = {2007},
  url       = {https://doi.org/10.1109/MCSE.2007.24},
  doi       = {10.1109/MCSE.2007.24},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/cse/ZabarasS07},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/TanZ07b,
  author    = {Lijian Tan and
               Nicholas Zabaras},
  title     = {A level set simulation of dendritic solidification of multi-component
               alloys},
  journal   = {J. Comput. Physics},
  volume    = {221},
  number    = {1},
  pages     = {9--40},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jcp.2006.06.003},
  doi       = {10.1016/j.jcp.2006.06.003},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/TanZ07b},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/GanapathysubramanianZ07a,
  author    = {Baskar Ganapathysubramanian and
               Nicholas Zabaras},
  title     = {Sparse grid collocation schemes for stochastic natural convection
               problems},
  journal   = {J. Comput. Physics},
  volume    = {225},
  number    = {1},
  pages     = {652--685},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jcp.2006.12.014},
  doi       = {10.1016/j.jcp.2006.12.014},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/GanapathysubramanianZ07a},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/TanZ07a,
  author    = {Lijian Tan and
               Nicholas Zabaras},
  title     = {Modeling the growth and interaction of multiple dendrites in solidification
               using a level set method},
  journal   = {J. Comput. Physics},
  volume    = {226},
  number    = {1},
  pages     = {131--155},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jcp.2007.03.023},
  doi       = {10.1016/j.jcp.2007.03.023},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/TanZ07a},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/GanapathysubramanianZ07,
  author    = {Baskar Ganapathysubramanian and
               Nicholas Zabaras},
  title     = {Modeling diffusion in random heterogeneous media: Data-driven models,
               stochastic collocation and the variational multiscale method},
  journal   = {J. Comput. Physics},
  volume    = {226},
  number    = {1},
  pages     = {326--353},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jcp.2007.04.009},
  doi       = {10.1016/j.jcp.2007.04.009},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/GanapathysubramanianZ07},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/TanZ07,
  author    = {Lijian Tan and
               Nicholas Zabaras},
  title     = {Multiscale modeling of alloy solidification using a database approach},
  journal   = {J. Comput. Physics},
  volume    = {227},
  number    = {1},
  pages     = {728--754},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.jcp.2007.08.016},
  doi       = {10.1016/j.jcp.2007.08.016},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/TanZ07},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/ZabarasGT06,
  author    = {Nicholas Zabaras and
               Baskar Ganapathysubramanian and
               Lijian Tan},
  title     = {Modelling dendritic solidification with melt convection using the
               extended finite element method},
  journal   = {J. Comput. Physics},
  volume    = {218},
  number    = {1},
  pages     = {200--227},
  year      = {2006},
  url       = {https://doi.org/10.1016/j.jcp.2006.02.002},
  doi       = {10.1016/j.jcp.2006.02.002},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/ZabarasGT06},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/jcphy/AsokanZ06,
  author    = {Badrinarayanan Velamur Asokan and
               Nicholas Zabaras},
  title     = {A stochastic variational multiscale method for diffusion in heterogeneous
               random media},
  journal   = {J. Comput. Physics},
  volume    = {218},
  number    = {2},
  pages     = {654--676},
  year      = {2006},
  url       = {https://doi.org/10.1016/j.jcp.2006.02.026},
  doi       = {10.1016/j.jcp.2006.02.026},
  timestamp = {Thu, 18 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jcphy/AsokanZ06},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{DBLP:journals/ewc/ZabarasS99,
  author    = {Nicholas Zabaras and
               Akkaram Srikanth},
  title     = {Using Objects to Model Finite Deformation Plasticity},
  journal   = {Eng. Comput. (Lond.)},
  volume    = {15},
  number    = {1},
  pages     = {37--60},
  year      = {1999},
  url       = {https://doi.org/10.1007/s003660050004},
  doi       = {10.1007/s003660050004},
  timestamp = {Sat, 20 May 2017 01:00:00 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/ewc/ZabarasS99},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
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