@article{BaoshanLozenskiHormuthEtAl22,
title = {Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth},
author = {Liang, Baoshan and Tan, Jingye and Lozenski, Luke and Hormuth II, David A and Yankeelov, Thomas E and Villa, Umberto and Faghihi, Danial},
journal = {arXiv preprint arXiv:2209.12089},
year = {2022}
}
@article{OLearyChenVillaEtAl22,
title = {Derivate Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning},
author = {O'Leary-Roseberry, Thomas and Chen, Peng and Villa, Umberto and Ghattas, Omar},
journal = {arXiv preprint arXiv:2206.10745},
year = {2022}
}
@article{BhadraVillaAnastasio22,
title = {Mining the manifolds of deep generative models for
multiple data-consistent solutions of ill-posed tomographic imaging problems},
author = {Bhadra, Sayantan and Villa, Umberto and Anastasio, Mark},
journal = {IEEE Transactions on Medical Imaging},
year = {2022}
}
@article{LozenskiVilla21,
cc = {\lac},
title = {Consensus ADMM for Inverse Problems Governed by Multiple PDE Models},
author = {Lozenski, Luke and Villa, Umberto},
journal = {arXiv preprint arXiv:2104.13899},
year = {2021}
}
@article{KalchevVassilevskiVilla23,
cc = {\ec},
title = {Parallel Element-based Algebraic Multigrid for {H}(curl) and {H}(div) Problems Using the {P}ar{ELAG} Library},
author = {Kalchev, Delyan Z and Vassilevski, Panayot S and Villa, Umberto},
journal = {SIAM Journal on Scientific Computing},
year = {2023},
url = {https://arxiv.org/abs/2107.05613}
}
@article{LanzaAlcazarDurandEtAl22,
title = {Heat-Resilient Schoolyards: Relations Between Temperature, Shade, and Physical Activity of Children During Recess},
author = {Lanza, Kevin and Alcazar, Melody and Durand, Casey P and Salvo, Deborah and Villa, Umberto and Kohl, Harold W},
journal = {Journal of Physical Activity and Health},
volume = {1},
number = {aop},
pages = {1--8},
year = {2022},
publisher = {Human Kinetics}
}
@article{LeeBuiVillaEtAl22,
title = {Forward and inverse modeling of fault transmissibility in subsurface flows},
author = {Lee, Jeonghun J and Bui-Thanh, Tan and Villa, Umberto and Ghattas, Omar},
journal = {Computers \& Mathematics with Applications},
volume = {128},
pages = {354--367},
year = {2022},
publisher = {Elsevier}
}
@article{KimVillaParnoEtAl23,
title = {h{IPPYlib}-{MUQ}: A {B}ayesian Inference Software Framework for Integration of Data with Complex Predictive Models under Uncertainty},
author = {Kim , Ki-Tae and Villa, Umberto and Parno, Matthew and Marzouk, Youssef and Ghattas, Omar and Petra, Noemi},
year = {2023},
journal = {ACM Trans. Math. Softw.},
url = {https://arxiv.org/abs/2112.00713}
}
@article{LozenskiAnastasioVilla22,
author = {Lozenski, Luke and Anastasio, Mark A. and Villa, Umberto},
journal = {IEEE Transactions on Computational Imaging},
title = {A Memory-Efficient Self-Supervised Dynamic Image Reconstruction Method Using Neural Fields},
year = {2022},
volume = {8},
number = {},
pages = {879-892},
doi = {10.1109/TCI.2022.3208511},
url = {https://arxiv.org/abs/2205.05585}
}
@article{ParkBrooksVillaEtAl22,
author = {Park, Seonyeong and Brooks, Frank and Villa, Umberto and Su, Richard and Anastasio, Mark and Oraevsky, Alexander},
title = {Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast},
journal = {Journal of Biomedical Optics},
volume = {27},
issue = {3},
year = {2022}
}
@article{PuelKhattatovVillaEtAl22,
cc = {\scon},
title = {A Mixed, Unified Forward/Inverse Framework for Earthquake Problems: Fault Implementation and Coseismic Slip Estimate},
author = {Puel, Simone and Khattatov, Eldar and Villa, Umberto and Liu, Dunyu and Ghattas, Omar and Becker, Thorsten W},
year = {2022},
journal = {Geophysical Journal International},
volume = {230},
issue = {2},
pages = {733--758},
url = {https://doi.org/10.31223/X5262V}
}
@article{TanMalekiAnEtAl22,
cc = {\scon},
title = {A Predictive Multiphase Model of Silica Aerogels for Building Envelope Insulations},
author = {Tan, Jingye and Maleki, Pedram and An, Lu and Di Luigi, Massimigliano and Villa, Umberto and Zhou, Chi and Ren, Shenqiang and Faghihi, Danial},
journal = {Computational Mechanics},
volume = {69},
issue = {6},
pages = {1457--1479},
year = {2022},
url = {https://arxiv.org/abs/2107.12182}
}
@article{KuoGranstedtVillaEtAl22,
cc = {\scon},
title = {Computing a Projection Operator onto the Null Space of a Linear Imaging Operator: {T}utorial},
author = {Kuo, Joseph and Granstedt, Jason and Villa, Umberto and Anastasio, Mark A.},
journal = {Journal of the Optical Society of America A},
doi = {10.1364/JOSAA.443443},
volume = {39},
issue = {3},
pages = {470--481},
year = {2022}
}
@article{OLearyVillaChenEtAl21,
cc = {\scon},
title = {Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by {PDE}s},
author = {O'Leary-Roseberry, T. and Villa, U. and Chen, P. and Ghattas, O.},
journal = {Computer Methods in Applied Mechanics and Engineering},
volume = {388},
pages = {114199},
year = {2022},
issn = {0045-7825},
doi = {https://doi.org/10.1016/j.cma.2021.114199},
url = {https://arxiv.org/abs/2011.15110}
}
@article{LiVillaParkEtAl21,
cc = {\scon},
title = {Three-dimensional stochastic numerical breast phantoms for enabling virtual imaging trials of ultrasound computed tomography},
author = {Li, Fu and Villa, Umberto and Park, Seonyeong and Anastasio, Mark A},
year = {2022},
volume = {69},
number = {1},
pages = {135--146},
doi = {10.1109/TUFFC.2021.3112544},
journal = {IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control},
url = {https://arxiv.org/abs/2106.02744}
}
@article{FairbanksVillaVassilevski21,
cc = {\ec},
title = {{Multilevel Hierarchical Decomposition of Finite Element White Noise with Application to Multilevel Markov Chain Monte Carlo}},
author = {Fairbanks, H.~R. and Villa, U. and Vassilevski, P. S.},
year = {2021},
journal = {SIAM Journal on Scientific Computing},
volume = {43},
number = {5},
pages = {S293-S316},
doi = {10.1137/20M1349606},
url = {https://arxiv.org/abs/2007.14440}
}
@article{AlghamdiHesseChenEtAl21,
cc = {\scon},
author = {Alghamdi, A and Hesse, M. and Chen, J. and Villa, U. and Ghattas, O.},
title = {Bayesian Poroelastic Aquifer Characterization from {I}n{SAR} Surface Deformation Data Part {II}: {Q}uantifying the Uncertainty},
journal = {Water Resources Research},
volume = {57},
number = {11},
pages = {e2021WR029775},
year = {2021},
doi = {10.1029/2021WR029775}
}
@article{BabaniyiNicholsonVilla21,
cc = {\scon},
author = {Babaniyi, O. and Nicholson, R. and Villa, U. and Petra, N.},
title = {Inferring the basal sliding coefficient field for the Stokes ice sheet model under rheological uncertainty},
journal = {The Cryosphere},
volume = {15},
year = {2021},
number = {4},
pages = {1731--1750},
url = {https://tc.copernicus.org/articles/15/1731/2021/},
doi = {10.5194/tc-15-1731-2021}
}
@article{FaghihiTanVillaEtAl21,
cc = {\scon},
author = {Faghihi, D. and Tan, J. and Villa, U. and Shamsaei, N. and Shao, S. and Zbib, H.},
title = {A Predictive Discrete-Continuum Multiscale Model of Plasticity With Quantified Uncertainty},
journal = {International Journal of Plasticity},
year = {2021},
volume = {138},
pages = {102935},
issn = {0749-6419},
doi = {https://doi.org/10.1016/j.ijplas.2021.102935},
url = {https://arxiv.org/pdf/2012.10823}
}
@article{VillaPetraGhattas21,
cc = {\fac},
author = {{Villa}, U. and {Petra}, N. and {Ghattas}, O.},
title = {{hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs; Part I: Deterministic Inversion and Linearized Bayesian Inference}},
year = {2021},
issue_date = {March 2021},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {47},
number = {2},
issn = {0098-3500},
doi = {10.1145/3428447},
journal = {ACM Trans. Math. Softw.},
month = apr,
articleno = {16},
numpages = {34},
url = {https://arxiv.org/abs/1909.03948}
}
@article{JaureguiSalvoGarciaEtAl19,
author = {J\'auregui, A. and Salvo, D. and Garc\'ia-Olvera, A. and Villa, U. and T\'ellez-Rojo, M.~M. and Schnaas, L.~M. and Svensson, K. and Oken, E. and Wright, R.~O. and Baccarelli, A.~A. and Cantoral, A.},
title = {Physical activity, sedentary time and cardiometabolic health indicators among Mexican children},
year = {2019},
journal = {Clinical Obesity},
pages = {e12346},
doi = {10.1111/cob.12346},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/cob.12346}
}
@article{KramerMarquesPeherstorferEtAl19,
cc = {\scon},
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 = {Journal of Computational Physics},
volume = {392},
pages = {385--402},
doi = {10.1016/j.jcp.2019.04.071},
url = {http://web.mit.edu/bokramer/www/img/pubs/KramerMarquesPeherstorferVillaWillcox17-fusedIS-TR.pdf},
year = {2019}
}
@article{ChenVillaGhattas19,
cc = {\scon},
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 = {163--186},
volume = {385},
doi = {10.1016/j.jcp.2019.01.047},
year = {2019},
url = {https://arxiv.org/pdf/1804.04301.pdf}
}
@article{VillaPetraGhattas18,
cc = {\fac},
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,
cc = {\scon},
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,
cc = {\lac},
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,
cc = {\scon},
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,
cc = {\scon},
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,
cc = {\ec},
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,
cc = {\scon},
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,
cc = {\scon},
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,
cc = {\scon},
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,
cc = {\fac},
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,
cc = {\fac},
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,
cc = {\scon},
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,
cc = {\fac},
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{GranstedtVillaAnastasio22,
cc = {\scon},
author = {Granstedt, Jason and Villa, Umberto and Anastasio, Mark},
title = {{Learned Hotelling Observers for use with Multi-Modal Data}},
volume = {12035},
pages = {262--268},
booktitle = {Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2022}
}
@inproceedings{LozenskiAnastasioVilla22a,
cc = {\scon},
author = {Lozenski, Luke and Anastasio, Mark and Villa, Umberto},
title = {{Implicit Neural Representation for Dynamic Imaging}},
volume = {12031},
pages = {231-238},
booktitle = {Medical Imaging 2022: Physics of Medical Imaging},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2022}
}
@inproceedings{CamVillaAnastasio22,
cc = {\scon},
author = {Cam, Refik and Villa, Umberto and Anastasio, Mark},
title = {{A Learned Filtered Backprojection Method for use with Half-Time Circular Radon Transform Data}},
volume = {12031},
pages = {787--792},
booktitle = {Medical Imaging 2022: Physics of Medical Imaging},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2022}
}
@inproceedings{LiVillaDuricEtAl22,
cc = {\scon},
author = {Li, Fu and Villa, Umberto and Duric, Neb and Anastasio, Mark A. },
title = {{Investigation of an elevationally focused transducer model for three-dimensional full-waveform inversion in ultrasound computed tomography}},
volume = {12038},
pages = {206--214},
booktitle = {Medical Imaging 2022: Ultrasonic Imaging and Tomography},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2022}
}
@inproceedings{ParkVillaBrooksEtAl21,
cc = {\scon},
author = {Park, Seonyeong and Villa, Umberto and Brooks, Frank J. and Su, Richard and Oraevsky, Alexander A. and Anastasio, Mark A.},
title = {{Three-dimensional quantitative functional optoacoustic tomography to estimate vascular blood oxygenation of the breast}},
volume = {11642},
booktitle = {Photons Plus Ultrasound: Imaging and Sensing 2021},
editor = {Alexander A. Oraevsky and Lihong V. Wang},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2021},
doi = {10.1117/12.2585341},
url = {https://doi.org/10.1117/12.2585341}
}
@inproceedings{KuoGranstedtVillaEtAl21a,
cc = {\scon},
author = {Kuo, Joseph and Granstedt, Jason and Villa, Umberto and Anastasio, Mark A. },
title = {{Learning a projection operator onto the null space of a linear imaging operator}},
volume = {11595},
booktitle = {Medical Imaging 2021: Physics of Medical Imaging},
editor = {Hilde Bosmans and Wei Zhao and Lifeng Yu},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
pages = {1019 -- 1025},
year = {2021},
doi = {10.1117/12.2582263},
url = {https://doi.org/10.1117/12.2582263}
}
@inproceedings{WangVillaThompsonEtAl21,
cc = {\scon},
author = {Wang, Chao and Villa, Umberto and Thompson, Weylan and Park, Seonyeong and Ermilov, Sergey A. and Anastasio, Mark A. },
title = {{Dynamic reconstruction of three-dimensional photoacoustic tomography from few projections}},
volume = {11642},
booktitle = {Photons Plus Ultrasound: Imaging and Sensing 2021},
editor = {Alexander A. Oraevsky and Lihong V. Wang},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2021},
doi = {10.1117/12.2585344},
url = {https://doi.org/10.1117/12.2585344}
}
@inproceedings{LiVillaParkEtAl21a,
cc = {\scon},
author = {Li, Fu and Villa, Umberto and Park, Seonyeong and He, Shenghua and Anastasio, Mark A. },
title = {{A framework for ultrasound computed tomography virtual imaging trials that employs anatomically realistic numerical breast phantoms}},
volume = {11602},
booktitle = {Medical Imaging 2021: Ultrasonic Imaging and Tomography},
editor = {Brett C. Byram and Nicole V. Ruiter},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
year = {2021},
doi = {10.1117/12.2582260},
url = {https://doi.org/10.1117/12.2582260}
}
@inproceedings{ParkVillaSuEtAl20,
cc = {\scon},
author = {Park, Seonyeong and Villa, Umberto and Su, Richard and Oraevsky, Alexander and Brooks, Frank J. and Anastasio, Mark A.},
title = {{Realistic three-dimensional optoacoustic tomography imaging trials using the VICTRE breast phantom of FDA (Conference Presentation)}},
volume = {11240},
booktitle = {Photons Plus Ultrasound: Imaging and Sensing 2020},
editor = {Alexander A. Oraevsky and Lihong V. Wang},
organization = {International Society for Optics and Photonics},
publisher = {SPIE},
keywords = {Optoacoustic tomography, Photoacoustic computed tomography, Imaging trials, Breast imaging, Breast phantom},
year = {2020},
doi = {10.1117/12.2552380},
url = {https://doi.org/10.1117/12.2552380}
}
@inproceedings{GeVillaKamilovEtAl20,
cc = {\scon},
title = {Proximal {N}ewton Methods for {X}-Ray Imaging with Non-Smooth
Regularization},
author = {Ge,T. and Villa, U. and Kamilov, U.~S. and O’Sullivan, J.~A.},
booktitle = {Proc Electronic Imaging},
publisher = {Society for Imaging Science and Technology},
doi = {10.2352/ISSN.2470-1173.2020.14.COIMG-007},
year = {2020},
url = {https://arxiv.org/abs/1912.01738}
}
@inproceedings{ChenVillaGhattas18,
cc = {\scon},
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 = {e201800466},
volume = {18},
issue = {1},
year = {2018},
doi = {10.1002/pamm.201800466}
}
@inbook{NeumuellerVassilevskiVilla17,
cc = {\scon},
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,
cc = {\scon},
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,
cc = {\scon},
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}
}
@comment{{jabref-meta: databaseType:bibtex;}}
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