Search Results

• Uncertainty Quantification of Phase Transition Problems with an Injection Boundary

  Zhenyi Zhang, Shengbo Ma, Zhennan Zhou

  2025-11-28

  893 35 Pages:578-614

• Uncertainty Quantification for Charge Transport in GNRs Through Particle Galerkin Methods for the Semiclassical Boltzmann Equation

  Andrea Medaglia, Giovanni Nastasi, Vittorio Romano, Mattia Zanella

  2025-04-27

  186 50 Pages:1055-1084

• Adaptive Locally Weighted Projection Regression Method for Uncertainty Quantification

  Peng Chen & Nicholas Zabaras

  2013-10-05

  39160 4124 Pages:851-878

• A Compressed Sensing Approach for Partial Differential Equations with Random Input Data

  L. Mathelin & K. A. Gallivan

  2012-12-01

  40558 4094 Pages:919-954

• Uncertainty Quantification of Density Reconstruction Using MCMC Method in High-Energy X-ray Radiography

  Xinge Li, Haibo Xu, Na Zheng, Qinggang Jia, Tongxiang Gu, Suhua Wei

  2020-05-06

  49193 3511 Pages:1485-1504

• A Neural Network Approach to Sampling Based Learning Control for Quantum System with Uncertainty

  Jingshi Li, Song Chen, Yanzhao Cao, Zhao Sun

  2021-10-26

  47116 3336 Pages:1453-1473

• A TVD Uncertainty Quantification Method with Bounded Error Applied to Transonic Airfoil Flutter

  Jeroen A. S. Witteveen & Hester Bijl

  2018-03-24

  37202 3985 Pages:406-432

• Distributional Sensitivity for Uncertainty Quantification

  Akil Narayan & Dongbin Xiu

  2011-10-01

  38884 4266 Pages:140-160

• Bi-Orthogonal fPINN: A Physics-Informed Neural Network Method for Solving Time-Dependent Stochastic Fractional PDEs

  Lei Ma, Rongxin Li, Fanhai Zeng, Ling Guo, George Em Karniadakis

  2023-11-08

  31686 2665 Pages:1133-1176

• DAFI: An Open-Source Framework for Ensemble-Based Data Assimilation and Field Inversion

  Carlos A. Michelén Ströfer, Xin-Lei Zhang, Heng Xiao

  2021-03-24

  46782 3161 Pages:1583-1622

• On the Choice of Design Points for Least Square Polynomial Approximations with Application to Uncertainty Quantification

  Zhen Gao & Tao Zhou

  2014-08-03

  42356 4105 Pages:365-381

• Conditional Simulation of Flow in Heterogeneous Porous Media with the Probabilistic Collocation Method

  Heng Li

  2014-10-08

  41246 4076 Pages:1010-1030

• Efficient Collocational Approach for Parametric Uncertainty Analysis

  D. Xiu

  2018-03-24

  41498 4430 Pages:293-309

• Particle Based gPC Methods for Mean-Field Models of Swarming with Uncertainty

  José Antonio Carrillo, Lorenzo Pareschi & Mattia Zanella

  2018-10-11

  50282 4904 Pages:508-531 Open-access

• Parameter Identification in Uncertain Scalar Conservation Laws Discretized with the Discontinuous Stochastic Galerkin Scheme

  Louisa Schlachter, Claudia Totzeck

  2020-08-27

  48236 2981 Pages:1585-1608

• Numerical Solution of Partial Differential Equations in Random Domains: An Application to Wind Engineering

  Claudio Canuto & Davide Fransos

  2018-04-11

  41664 3717 Pages:515-531

• An $hp$-Adaptive Minimum Action Method Based on a Posteriori Error Estimate

  Xiaoliang Wan, Bin Zheng & Guang Lin

  2018-08-21

  46842 3109 Pages:408-439

• A Gradient-Enhanced $ℓ_1$ Approach for the Recovery of Sparse Trigonometric Polynomials

  Zhiqiang Xu & Tao Zhou

  2018-09-17

  49206 5227 Pages:286-308

• Physics-Constrained, Data-Driven Discovery of Coarse-Grained Dynamics

  Lukas Felsberger & Phaedon-Stelios Koutsourelakis

  2019-01-10

  48570 5343 Pages:1259-1301

• Analysis and Application of Single Level, Multi-Level Monte Carlo and Quasi-Monte Carlo Finite Element Methods for Time-Dependent Maxwell's Equations with Random Inputs

  Xiang Wang, Jichun Li, Zhiwei Fang

  2020-11-26

  46113 4165 Pages:211-236

• Cholesky-Based Experimental Design for Gaussian Process and Kernel-Based Emulation and Calibration

  Helumt Harbrecht, John D. Jakeman, Peter Zaspel

  2021-02-25

  45831 3160 Pages:1152-1185

• Stochastic Collocation on Unstructured Multivariate Meshes

  Akil Narayan & Tao Zhou

  2018-04-03

  42865 5179 Pages:1-36

• Multilevel Markov Chain Monte Carlo Method for High-Contrast Single-Phase Flow Problems

  Yalchin Efendiev, Bangti Jin, Michael Presho & Xiaosi Tan

  2018-04-02

  42745 4651 Pages:259-286

• A WENO-Based Stochastic Galerkin Scheme for Ideal MHD Equations with Random Inputs

  Kailiang Wu, Dongbin Xiu, Xinghui Zhong

  2021-05-25

  48872 3141 Pages:423-447

• VAE-KRnet and Its Applications to Variational Bayes

  Xiaoliang Wan, Shuangqing Wei

  2022-03-30

  52156 3201 Pages:1049-1082

• Entropies and Symmetrization of Hyperbolic Stochastic Galerkin Formulations

  Stephan Gerster, Michael Herty

  2020-07-30

  48142 5679 Pages:639-671 Open-access