Dongbin Xiu - Citegraph

Author Info

Name	Affiliation	Papers
DONGBIN XIU	Univ Utah, Dept Math, Sci Comp & Imaging Inst, Salt Lake City, UT 84112 USA	60
Collaborators	Citations	PageRank
73	1068	115.57
Referers	Referees	References
1495	401	363

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Publications (60 rows)

Collaborators (73 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Construction of discontinuity detectors using convolutional neural networks	0	0.34	2022
Data-Driven Learning Of Nonautonomous Systems	0	0.34	2021
On generalized residual network for deep learning of unknown dynamical systems	0	0.34	2021
Data-Driven Deep Learning of Partial Differential Equations in Modal Space	1	0.35	2020
Methods to Recover Unknown Processes in Partial Differential Equations Using Data	0	0.34	2020
Energy conserving Galerkin approximation of two dimensional wave equations with random coefficients.	0	0.34	2019
Structure-Preserving Method For Reconstructing Unknown Hamiltonian Systems From Trajectory Data	1	0.35	2019
Uncertainty quantification of discontinuous outputs via a non-intrusive bifidelity strategy.	0	0.34	2019
Parameter uncertainty quantification using surrogate models applied to a spatial model of yeast mating polarization.	1	0.35	2018
Sequential function approximation with noisy data.	0	0.34	2018
An Explicit Neural Network Construction for Piecewise Constant Function Approximation.	0	0.34	2018
Data Driven Governing Equations Approximation Using Deep Neural Networks.	3	0.40	2018
Sequential function approximation on arbitrarily distributed point sets.	0	0.34	2018
Numerical Aspects for Approximating Governing Equations Using Data.	3	0.38	2018
Reducing Parameter Space For Neural Network Training	0	0.34	2018
A Randomized Algorithm for Multivariate Function Approximation.	2	0.46	2017
Sparse Approximation using ℓ1-ℓ2 Minimization and Its Application to Stochastic Collocation.	0	0.34	2017
A stochastic Galerkin method for first-order quasilinear hyperbolic systems with uncertainty.	2	0.39	2017
A Randomized Tensor Quadrature Method for High Dimensional Polynomial Approximation.	2	0.46	2017
Multi-fidelity stochastic collocation method for computation of statistical moments.	1	0.36	2017
Numerical strategy for model correction using physical constraints.	3	0.44	2016
Nonadaptive Quasi-Optimal Points Selection for Least Squares Linear Regression.	3	0.42	2016
On a near optimal sampling strategy for least squares polynomial regression.	2	0.41	2016
A Well-Balanced Stochastic Galerkin Method for Scalar Hyperbolic Balance Laws with Random Inputs	4	0.45	2016
Correcting Data Corruption Errors for Multivariate Function Approximation.	2	0.37	2016
An Efficient Method for Uncertainty Propagation using Fuzzy Sets	1	0.36	2015
A Stochastic Galerkin Method for Hamilton--Jacobi Equations with Uncertainty	4	0.47	2015
Weighted discrete least-squares polynomial approximation using randomized quadratures	3	0.39	2015
Local Polynomial Chaos Expansion for Linear Differential Equations with High Dimensional Random Inputs.	5	0.72	2015
Computational Aspects of Stochastic Collocation with Multifidelity Models	8	0.54	2014
Surrogate Based Method for Evaluation of Failure Probability under Multiple Constraints.	0	0.34	2014
On Upper and Lower Bounds for Quantity of Interest in Problems Subject to Epistemic Uncertainty.	3	0.44	2014
A Stochastic Collocation Algorithm with Multifidelity Models.	10	0.63	2014
Constructing Nested Nodal Sets for Multivariate Polynomial Interpolation.	4	0.46	2013
Minimal multi-element stochastic collocation for uncertainty quantification of discontinuous functions	7	0.52	2013
A flexible numerical approach for quantification of epistemic uncertainty	5	0.58	2013
Generalised Polynomial Chaos for a Class of Linear Conservation Laws	2	0.43	2012
Sequential data assimilation with multiple models	1	0.40	2012
Stochastic Collocation for Optimal Control Problems with Stochastic PDE Constraints.	18	0.85	2012
Computation of Failure Probability Subject to Epistemic Uncertainty.	7	0.71	2012
Stochastic Collocation Methods on Unstructured Grids in High Dimensions via Interpolation.	17	1.13	2012
Characterization of discontinuities in high-dimensional stochastic problems on adaptive sparse grids	10	0.58	2011
An efficient surrogate-based method for computing rare failure probability	10	0.73	2011
Evaluation of failure probability via surrogate models	13	1.00	2010
Numerical approach for quantification of epistemic uncertainty	12	1.31	2010
Discontinuity detection in multivariate space for stochastic simulations	15	0.92	2009
A generalized polynomial chaos based ensemble Kalman filter with high accuracy	21	1.72	2009
Efficient stochastic Galerkin methods for random diffusion equations	20	1.73	2009
Parametric uncertainty analysis of pulse wave propagation in a model of a human arterial network	11	1.21	2007
Guest Editors' Introduction: Stochastic Modeling of Complex Systems	1	0.39	2007

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