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19942026
most citedBeyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

9.2k citations

Showing 2018 · math.NAShow all

9 papers · 2 filters

math.NA2018★ 19 cited

Strong Approximation of Monotone Stochastic Partial Differential Equations Driven by Multiplicative Noise

Zhihui Liu, Zhonghua Qiao

We establish a general theory of optimal strong error estimation for numerical approximations of a second-order parabolic stochastic partial differential equation with monotone dri…

math.NA2018

Numerical Approximation of Stochastic Time-Fractional Diffusion

Bangti Jin, Yubin Yan, Zhi Zhou

We develop and analyze a numerical method for stochastic time-fractional diffusion driven by additive fractionally integrated Gaussian noise. The model involves two nonlocal terms…

math.NA2018★ 1 cited

Subdiffusion with a time-dependent coefficient: analysis and numerical solution

Bangti Jin, Buyang Li, Zhi Zhou

In this work, a complete error analysis is presented for fully discrete solutions of the subdiffusion equation with a time-dependent diffusion coefficient, obtained by the Galerkin…

math.NA2018

Analysis of fully discrete FEM for miscible displacement in porous media with Bear--Scheidegger diffusion tensor

Wentao Cai, Buyang Li, Yanping Lin +1

Fully discrete Galerkin finite element methods are studied for the equations of miscible displacement in porous media with the commonly-used Bear--Scheidegger diffusion-dispersion…

math.NA2018★ 203 cited

Numerical methods for time-fractional evolution equations with nonsmooth data: a concise overview

Bangti Jin, Raytcho Lazarov, Zhi Zhou

Over the past few decades, there has been substantial interest in evolution equations that involving a fractional-order derivative of order in time, due to their many s…

math.NA2018★ 25 cited

A Fixed Mesh Method With Immersed Finite Elements for Solving Interface Inverse Problems

Ruchi Guo, Tao Lin, Yanping Lin

We present a new fixed mesh algorithm for solving a class of interface inverse problems for the typical elliptic interface problems. These interface inverse problems are formulated…