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IEEE Transactions on Information Theory, ISSN 0018-9448, 11/2013, Volume 59, Issue 11, pp. 7465 - 7490
Journal Article
Automatica, ISSN 0005-1098, 02/2012, Volume 48, Issue 2, pp. 327 - 341
In this paper, a novel nonlinear filter named Sparse-grid Quadrature Filter (SGQF) is proposed. The filter utilizes weighted sparse-grid quadrature points to... 
Nonlinear filter | Bayesian estimation | Kalman filter | Gauss–Hermite Quadrature | Unscented Kalman filter | Sparse-grid | Orbit estimation | GaussHermite Quadrature | Gauss-Hermite Quadrature | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Accuracy | Automation | Filtering | Computer simulation | Nonlinearity | Kalman filters | Quadratures
Journal Article
06/2018, Lecture Notes in Computational Science and Engineering, ISBN 9783319754253, Volume 123, 265
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than... 
Approximations and Expansions | Simulation and Modeling | Computational Mathematics and Numerical Analysis | Mathematics | Mathematics of Computing
eBook
IEEE Transactions on Smart Grid, ISSN 1949-3053, 06/2011, Volume 2, Issue 2, pp. 326 - 333
Data injection attacks to manipulate system state estimators on power grids are considered. A unified formulation for the problem of constructing attacking... 
power grid security | phasor measurement units (PMUs) | Current measurement | Bad data | system state estimation | cyberattack | Size measurement | Phasor measurement units | Power grids | Security | sparse signal processing | Optimization | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal Article
SIAM Journal on Imaging Sciences, ISSN 1936-4954, 2012, Volume 5, Issue 1, pp. 179 - 202
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 03/2017, Volume 8, Issue 2, pp. 674 - 686
Journal Article
Inverse Problems, ISSN 0266-5611, 03/2017, Volume 33, Issue 5, p. 55008
This article analyzes the recovery performance in the presence of noise of sparse l(1) regularization, which is often referred to as the Lasso or... 
deconvolution | convex optimization | L1 norm | sparsity | compressed sensing | space of measures | SUPERRESOLUTION | MATHEMATICS, APPLIED | RECONSTRUCTION | PHYSICS, MATHEMATICAL | RECOVERY | CONVERGENCE | SELECTION | Signal and Image Processing | Mathematics | Information Theory | Optimization and Control | Computer Science
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 11/2018, Volume 342, pp. 305 - 316
In this paper, a new nonlinear filter based on sparse-grid quadrature method has been proposed. The proposed filter is named as adaptive sparse-grid... 
Adaptive sparse-grid | Smolyak rule | Gauss–Hermite quadrature rule | Complexity reduction | Product rule | Nonlinear filtering | MATHEMATICS, APPLIED | UNSCENTED KALMAN FILTER | TRACKING | Gauss-Hermite quadrature rule | QUADRATURE | Electrical engineering | Algorithms
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 08/2016, Volume 27, Issue 8, pp. 1773 - 1786
Journal Article
Computer Methods in Applied Mechanics and Engineering, ISSN 0045-7825, 06/2018, Volume 335, pp. 128 - 151
Isogeometric Analysis (IGA) typically adopts tensor-product splines and NURBS as a basis for the approximation of the solution of PDEs. In this work, we... 
Isogeometric analysis | Sparse grids | Combination technique | B-splines | NURBS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MECHANICS | ENGINEERING, MULTIDISCIPLINARY | APPROXIMATION | DIFFERENTIAL-EQUATIONS | COMPUTATION | Mathematics - Numerical Analysis
Journal Article
International Journal for Numerical Methods in Fluids, ISSN 0271-2091, 01/2017, Volume 83, Issue 2, pp. 205 - 219
Journal Article
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, ISSN 0278-0070, 12/2017, Volume 36, Issue 12, pp. 2052 - 2065
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 05/2018, Volume 66, Issue 9, pp. 2374 - 2383
Journal Article
IEEE Transactions on Industrial Informatics, ISSN 1551-3203, 04/2016, Volume 12, Issue 2, pp. 532 - 543
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 06/2018, Volume 75, Issue 12, pp. 4241 - 4255
In this paper, the time-splitting Fourier pseudospectral method on the generalized sparse grids is applied to solve the space-fractional Schrödinger equation.... 
Generalized sparse grid | Fourier pseudospectral method | Fractional Laplacian | Schrödinger equation | Analysis | Methods | Algorithms
Journal Article