Dongbin Xiu
According to our database1,
Dongbin Xiu
authored at least 78 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
2023
J. Comput. Phys., November, 2023
J. Comput. Phys., February, 2023
Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks.
CoRR, 2023
2022
J. Sci. Comput., 2022
Deep neural network modeling of unknown partial differential equations in nodal space.
J. Comput. Phys., 2022
CoRR, 2022
2021
J. Comput. Phys., 2021
2020
Structure-Preserving Method for Reconstructing Unknown Hamiltonian Systems From Trajectory Data.
SIAM J. Sci. Comput., 2020
J. Sci. Comput., 2020
J. Comput. Phys., 2020
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data.
CoRR, 2020
CoRR, 2020
2019
J. Comput. Phys., 2019
J. Comput. Phys., 2019
Energy conserving Galerkin approximation of two dimensional wave equations with random coefficients.
J. Comput. Phys., 2019
Uncertainty quantification of discontinuous outputs via a non-intrusive bifidelity strategy.
J. Comput. Phys., 2019
A neural network approach for uncertainty quantification for time-dependent problems with random parameters.
CoRR, 2019
2018
Parameter uncertainty quantification using surrogate models applied to a spatial model of yeast mating polarization.
PLoS Comput. Biol., 2018
J. Comput. Phys., 2018
An Explicit Neural Network Construction for Piecewise Constant Function Approximation.
CoRR, 2018
2017
Sparse Approximation using ℓ<sub>1-ℓ<sub>2</sub></sub> Minimization and Its Application to Stochastic Collocation.
SIAM J. Sci. Comput., 2017
SIAM J. Sci. Comput., 2017
SIAM J. Sci. Comput., 2017
J. Comput. Phys., 2017
A stochastic Galerkin method for first-order quasilinear hyperbolic systems with uncertainty.
J. Comput. Phys., 2017
2016
SIAM J. Sci. Comput., 2016
SIAM J. Sci. Comput., 2016
A Well-Balanced Stochastic Galerkin Method for Scalar Hyperbolic Balance Laws with Random Inputs.
J. Sci. Comput., 2016
J. Comput. Phys., 2016
J. Comput. Phys., 2016
2015
SIAM J. Sci. Comput., 2015
Local Polynomial Chaos Expansion for Linear Differential Equations with High Dimensional Random Inputs.
SIAM J. Sci. Comput., 2015
SIAM J. Sci. Comput., 2015
Weighted discrete least-squares polynomial approximation using randomized quadratures.
J. Comput. Phys., 2015
Asymptotic-preserving methods for hyperbolic and transport equations with random inputs and diffusive scalings.
J. Comput. Phys., 2015
2014
SIAM J. Sci. Comput., 2014
Surrogate Based Method for Evaluation of Failure Probability under Multiple Constraints.
SIAM J. Sci. Comput., 2014
On Upper and Lower Bounds for Quantity of Interest in Problems Subject to Epistemic Uncertainty.
SIAM J. Sci. Comput., 2014
SIAM/ASA J. Uncertain. Quantification, 2014
2013
SIAM J. Sci. Comput., 2013
Minimal multi-element stochastic collocation for uncertainty quantification of discontinuous functions.
J. Comput. Phys., 2013
J. Comput. Phys., 2013
2012
Stochastic Collocation Methods on Unstructured Grids in High Dimensions via Interpolation.
SIAM J. Sci. Comput., 2012
SIAM J. Sci. Comput., 2012
SIAM J. Control. Optim., 2012
J. Sci. Comput., 2012
2011
J. Comput. Phys., 2011
Characterization of discontinuities in high-dimensional stochastic problems on adaptive sparse grids.
J. Comput. Phys., 2011
2010
J. Comput. Phys., 2010
2009
J. Comput. Phys., 2009
J. Comput. Phys., 2009
J. Comput. Phys., 2009
2007
Parametric uncertainty analysis of pulse wave propagation in a model of a human arterial network.
J. Comput. Phys., 2007
Comput. Sci. Eng., 2007
2006
SIAM J. Sci. Comput., 2006
2005
SIAM J. Sci. Comput., 2005
Multiscale Model. Simul., 2005
J. Sci. Comput., 2005
Comput. Sci. Eng., 2005
2004
SIAM J. Sci. Comput., 2004
A Two-Scale Nonperturbative Approach to Uncertainty Analysis of Diffusion in Random Composites.
Multiscale Model. Simul., 2004
2003
Proceedings of the Computational Science - ICCS 2003, 2003
2002
SIAM J. Sci. Comput., 2002
A Semi-Lagrangian Method for Turbulence Simulations Using Mixed Spectral Discretizations.
J. Sci. Comput., 2002