uvilla.bib

@article{KramerMarquesPeherstorferEtAl17,
  author = {Kramer, B. and Marques, A.~N. and Peherstorfer, B. and Villa, U. and Willcox, K.},
  title = {Multifidelity probability estimation via fusion of estimators},
  journal = {submitted},
  url = {http://web.mit.edu/bokramer/www/img/pubs/KramerMarquesPeherstorferVillaWillcox17-fusedIS-TR.pdf},
  year = {2018}
}
@article{ChenVillaGhattas19,
  author = {Chen, P. and Villa, U. and Ghattas, O.},
  title = {Taylor approximation and variance reduction for {PDE}-constrained optimal control under uncertainty},
  journal = {Journal of Computational Physics},
  pages = {accepted},
  year = {2019},
  url = {https://arxiv.org/pdf/1804.04301.pdf}
}
@article{VillaPetraGhattas18,
  title = {{hIPPYlib: an Extensible Software Framework for Large-scale Deterministic and Bayesian Inverse Problems}},
  author = {Villa, U. and Petra, N. and Ghattas, O.},
  journal = {Journal of Open Source Software},
  volume = {3},
  number = {30},
  pages = {940},
  doi = {10.21105/joss.00940},
  year = {2018}
}
@article{OsbornZulianBensonEtAl18,
  author = {Osborn, S. and Zulian, P. and Benson, T. and Villa, U. and Krause, R. and Vassilevski, P.},
  title = {Scalable hierarchical PDE sampler for generating spatially correlated random fields using non-matching meshes},
  journal = {Numerical Linear Algebra with Applications},
  issn = {1099-1506},
  doi = {10.1002/nla.2146},
  eprint = {1712.06758},
  volume = {25},
  number = {3},
  pages = {e2146},
  year = {2018}
}
@article{ChristensenVassilevskiVilla17,
  author = {Christensen, M. and Vassilevski, P.~S. and Villa, U.},
  title = {{Nonlinear Multigrid solvers exploiting AMGe coarse spaces with approximation properties}},
  journal = {Journal of Computational and Applied Mathematics},
  volume = {340},
  pages = {691 - 708},
  year = {2018},
  issn = {0377-0427},
  doi = {https://doi.org/10.1016/j.cam.2017.10.029}
}
@article{ChenVillaGhattas17,
  author = {Chen, P. and Villa, U. and Ghattas, O.},
  title = {{Hessian-based adaptive sparse quadrature for infinite-dimensional Bayesian inverse problems}},
  journal = {Computer Methods in Applied Mechanics and Engineering},
  year = {2017},
  volume = {327},
  pages = {147--172},
  eprint = {1706.06692},
  doi = {https://doi.org/10.1016/j.cma.2017.08.016}
}
@article{AlgerVillaBuiEtAl17,
  author = {{Alger}, N. and {Villa}, U. and {Bui-Thanh}, T. and {Ghattas}, O. },
  title = {{A data scalable augmented Lagrangian KKT preconditioner for large scale inverse problems}},
  journal = {SIAM Journal on Scientific Computing},
  year = {2017},
  volume = {39},
  number = {5},
  pages = {A2365--A2393},
  doi = {10.1137/16M1084365},
  eprint = {1607.03556}
}
@article{OsbornVassilevskiVilla17,
  author = {Osborn, S. and Vassilevski, P.~S. and Villa, U.},
  title = {{A Multilevel Hierarchical Sampling Technique for Spatially Correlated Random Fields}},
  journal = {SIAM Journal on Scientific Computing},
  year = {2017},
  volume = {39},
  number = {5},
  pages = {S543--S562},
  doi = {10.1137/16M1082688},
  eprint = {1703.08498}
}
@article{ChristensenVillaEngsigEtAl17,
  author = {Christensen, M. and Villa, U. and Engsig-Karup, A. and Vassilevski, P.~S.},
  title = {{Numerical upscaling for incompressible flow in reservoir simulation: an element-based algebraic multigrid (AMGe) approach}},
  journal = {SIAM Journal on Scientific Computing},
  year = {2017},
  volume = {39},
  number = {1},
  doi = {https://doi.org/10.1137/140988991},
  pages = {B102--B137}
}
@article{KalchevLeeVillaEtAl16,
  author = {Kalchev, D. and Lee, C.~S. and Villa, U.  and Efendiev, Y.  and Vassilevski, P.~S.},
  title = {{Upscaling of mixed finite element discretization problems by the spectral AMGe method}},
  journal = {SIAM Journal on Scientific Computing},
  year = {2016},
  volume = {38},
  number = {5},
  pages = {A2912--A2933},
  doi = {http://dx.doi.org/10.1137/15M1036683},
  url = {https://e-reports-ext.llnl.gov/pdf/799767.pdf}
}
@article{GuzzettiPasseriniSlawinskiVillaEtAl16,
  author = {Guzzetti, S. and Passerini, T. and Slawinski, J. and Villa, U. and Veneziani, A.  and Sunderam, V.},
  title = {{Platform and algorithm effects on computational fluid dynamics applications in life sciences}},
  journal = {Future Generation Computer Systems},
  volume = {67},
  number = {},
  pages = {382 -- 396},
  year = {2017},
  doi = {http://dx.doi.org/10.1016/j.future.2016.03.024},
  url = {http://www.mathcs.emory.edu/technical-reports/techrep-00272.pdf}
}
@article{SalvoTorresVillaEtAl15,
  author = {Salvo, D. and Torres, C. and Villa, U. and Rivera, J.~A. and Sarmiento, O.~L. and Reis, R.~S. and Pratt, M.},
  title = {{Accelerometer-based physical activity levels among Mexican adults and their relation with sociodemographic characteristics and BMI: a cross-sectional study}},
  journal = {Int. J. Behavioral Nutrition and Physical Activity},
  volume = {12},
  number = {79},
  pages = {1--11},
  year = {2015},
  publisher = {BioMed Central},
  url = {https://ijbnpa.biomedcentral.com/articles/10.1186/s12966-015-0243-z}
}
@article{VassilevskiVilla14,
  title = {{A mixed formulation for the Brinkman problem}},
  author = {Vassilevski, P.~S. and Villa, U.},
  journal = {SIAM Journal on Numerical Analysis},
  volume = {52},
  number = {1},
  pages = {258--281},
  year = {2014},
  publisher = {SIAM},
  doi = {http://epubs.siam.org/doi/abs/10.1137/120884109},
  url = {https://e-reports-ext.llnl.gov/pdf/625743.pdf}
}
@article{VassilevskiVilla13,
  author = {Vassilevski, P.~S. and Villa, U.},
  title = {{A block-diagonal algebraic multigrid preconditioner for the Brinkman problem}},
  journal = {SIAM Journal on Scientific Computing},
  volume = {35},
  number = {5},
  pages = {S3--S17},
  year = {2013},
  publisher = {SIAM},
  doi = {http://epubs.siam.org/doi/abs/10.1137/120882846},
  url = {https://e-reports-ext.llnl.gov/pdf/625849.pdf}
}
@article{DesmondVillaNeweyEtAl13,
  author = {Desmond, K.~W. and Villa, U. and Newey, M. and Losert, W.},
  title = {Characterizing the rheology of fluidized granular matter},
  journal = {Physical Review E},
  volume = {88},
  number = {3},
  pages = {032202},
  year = {2013},
  publisher = {APS},
  url = {http://journals.aps.org/pre/abstract/10.1103/PhysRevE.88.032202},
  eprint = {1107.0357}
}
@article{PasseriniQuainiVillaEtAl13,
  author = {Passerini, T. and Quaini, A. and Villa, U. and Veneziani, A. and Canic, S.},
  title = {Validation of an open source framework for the simulation of blood flow in rigid and deformable vessels},
  journal = {Int. J. Numerical Methods in Biomedical Engineering},
  volume = {29},
  number = {11},
  pages = {1192--1213},
  year = {2013},
  publisher = {Wiley Online Library},
  doi = {http://onlinelibrary.wiley.com/doi/10.1002/cnm.2568/full},
  url = {http://www.mathcs.emory.edu/technical-reports/techrep-00246.pdf}
}
@article{VenezianiVilla13,
  author = {Veneziani, A. and Villa, U.},
  title = {{ALADINS: An ALgebraic splitting time ADaptive solver for the Incompressible Navier--Stokes equations}},
  journal = {Journal of Computational Physics},
  volume = {238},
  pages = {359--375},
  year = {2013},
  publisher = {Elsevier},
  url = {http://www.sciencedirect.com/science/article/pii/S0021999112007310}
}
@inproceedings{ChenVillaGhattas18,
  author = {Chen, P. and Villa, U. and Ghattas, O.},
  title = {Taylor approximation for {PDE}-constrained optimization under uncertainty: {A}pplication to turbulent jet flow},
  booktitle = {Proceedings in Applied Mathematics and Mechanics - 89th GAMM Annual Meeting},
  pages = {accepted},
  year = {2018}
}
@inbook{NeumuellerVassilevskiVilla17,
  author = {Neum{\"u}ller, M. and Vassilevski, P.~S. and Villa, U.},
  editor = {Lee, C.~-O. and Cai, X.~C. and Keyes, D.~E. and Kim, H.~H. and Klawonn, A. and Park, E.~J. and Widlund, O.~B.},
  title = {{Space-time constrained First Order Systems Least Squares (CFOSLS) with AMGe upscaling}},
  booktitle = {{Domain Decomposition Methods in Science and Engineering XXIII}},
  year = {2017},
  publisher = {Springer},
  pages = {253--260},
  isbn = {978-3-319-52389-7},
  doi = {10.1007/978-3-319-52389-7_25},
  url = {https://e-reports-ext.llnl.gov/pdf/807942.pdf}
}
@inproceedings{ChristensenVillaVassileski15,
  author = {Christensen, M. and Villa, U. and Vassilevski, P.~S.},
  title = {Multilevel techniques lead to accurate numerical upscaling and scalable robust solvers for reservoir simulation},
  booktitle = {SPE Reservoir Simulation Symposium},
  year = {2015},
  organization = {Society of Petroleum Engineers},
  note = {23-25 February, Houston, Texas, USA, SPE-173257-MS},
  url = {https://www.onepetro.org/conference-paper/SPE-173257-MS}
}
@inproceedings{PasseriniSlawinskiVillaEtAl14,
  author = {Passerini, T. and Slawinski, J. and Villa, U. and Sunderam, V.},
  title = {Experiences with {C}ost and {U}tility {T}rade-offs on {I}aa{S} {C}louds, {G}rids, and {O}n-{P}remise {R}esources},
  booktitle = {Proc. IEEE Intl. Conference on Cloud Engineering (IC2E) - Cloud Analytics Workshop},
  pages = {391--396},
  year = {2014},
  organization = {IEEE},
  doi = {http://dx.doi.org/10.1109/IC2E.2014.51}
}
@inproceedings{SlawinskiVillaPasseriniEtAl13,
  author = {Slawinski, J. and Villa, U. and Passerini, T. and Veneziani, A. and Sunderam, V.},
  title = {Issues in {C}ommunication {H}eterogeneity for {M}essage-{P}assing {C}oncurrent {C}omputing},
  booktitle = {27th IEEE Intl. Parallel and Distributed Processing Symposium Workshops \& PhD Forum (IPDPSW)},
  pages = {93--102},
  year = {2013},
  organization = {IEEE},
  doi = {http://dx.doi.org/10.1109/IPDPSW.2013.140}
}
@inproceedings{SlawinskiVillaPasseriniEtAl12,
  author = {Slawinski, J. and Villa, U. and Passerini, T. and Veneziani, A. and Sunderam, V.},
  title = {Experiences with {T}arget-{P}latform {H}eterogeneity in {C}louds, {G}rids, and {O}n-{P}remises {R}esources},
  booktitle = {26th IEEE Intl. Parallel and Distributed Processing Symposium Workshops \& PhD Forum (IPDPSW)},
  pages = {41--52},
  year = {2012},
  organization = {IEEE},
  doi = {http://dx.doi.org/10.1109/IPDPSW.2012.20},
  url = {http://www.mathcs.emory.edu/technical-reports/techrep-00230.pdf}
}
@phdthesis{VillaPhD12,
  author = {Villa, U.},
  title = {{S}calable {E}fficient {M}ethods for {I}ncompressible {F}luid-dynamics in {E}ngineering {P}roblems},
  school = {Emory University},
  year = {2012},
  address = {Atlanta, GA},
  note = {Advisor: A. Veneziani},
  url = {https://etd.library.emory.edu/view/record/pid/emory:cqthc}
}
@mastersthesis{VillaMS07,
  author = {Villa, U.},
  title = {{F}inite {E}lement {A}nalysis of the {B}rake {P}ad {S}ystem and {M}ultibody {M}odeling of {M}otor {V}ehicles in {B}raking-{P}hase},
  school = {Politecnico di Milano},
  year = {2007},
  address = {Milan, Italy},
  note = {Advisor: A. Veneziani; Committee: L. Trainelli, A. Vigliani},
  url = {http://www.mate.polimi.it/biblioteca/?pp=fulltext2&qid=4&L=e&file=tsi119.pdf}
}
@mastersthesis{VillaBS05,
  author = {Vele, S. and Villa, U.},
  title = {Mathematical modeling and numerical simulation of hemodynamics problems in one dimension},
  school = {Politecnico di Milano},
  type = {Bachelor's thesis},
  year = {2005},
  address = {Milan, Italy},
  note = {Advisor: A. Veneziani},
  url = {http://www.mate.polimi.it/biblioteca/?pp=fulltext2&qid=4&L=e&file=tsi12.pdf}
}
@misc{VillaMarques17,
  author = {Villa, U. and Marques, A.~N.},
  title = {{An UQ-ready finite element solver for a two-dimensional RANS model of free plane jets}},
  year = {2017},
  archiveprefix = {arXiv},
  eprint = {1712.01786},
  url = {https://arxiv.org/pdf/1712.01786.pdf}
}
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