activity
20122021
most citedSolving Fokker-Planck equation using deep learning

157 citations · 543 across the 21 of their papers we have counts for

collaborators

21 papers

math.PR2021

Averaging principle of stochastic Burgers equation driven by Lévy processes

Hongge Yue, Yong Xu, Ruifang Wang +1

We are concerned about the averaging principle for the stochastic Burgers equation with slow-fast time scale. This slow-fast system is driven by Lévy processes. Under some appropri…

math.PR2020★ 54 cited

Averaging principle for fast-slow system driven by mixed fractional Brownian rough path

Bin Pei, Yuzuru Inahama, Yong Xu

This paper is devoted to studying the averaging principle for fast-slow system of rough differential equations driven by mixed fractional Brownian rough path. The fast component is…

nlin.AO2020

Rate-dependent bifurcation dodging in a thermoacoustic system driven by colored noise

Xiaoyu Zhang, Yong Xu, Qi Liu +2

Tipping in multistable systems occurs usually by varying the input slightly, resulting in the output switching to an often unsatisfactory state. This phenomenon is manifested in th…

math.PR2020

Strong averaging principles for a class of non-autonomous slow-fast systems of SPDEs with polynomial growth

Ruifang Wang, Yong Xu

In this work, we study a class of non-autonomous two-time-scale stochastic reaction-diffusion equations driven by Poisson random measures, in which the coefficients satisfy the pol…

math.PR2020★ 1 cited

Stochastic averaging for the non-autonomous mixed stochastic differential equations with locally Lipschitz coefficients

Ruifang Wang, Yong Xu, Hongge Yue

This paper investigates a non-autonomous slow-fast system, which is generalized by stochastic differential equations (SDEs) with locally Lipschitz coefficients, subjected to standa…

math.PR2020

The central limit theorem for slow-fast systems with Lévy noise

Xiaoyu Yang, Yong Xu, Ruifang Wang +1

We consider a slow-fast stochastic differential system with Lévy noise. We will employ the perturbed test function method to study the normal deviation of the slow-fast system. Our…

math.PR2020★ 1 cited

Stochastic averaging for non-Lipschitz multi-valued stochastic differential equations driven by G-Brownian motion

Min Han, Bin Pei

In this paper, we prove the validity of an averaging principle for multi-valued stochastic differential equations (MSDEs) driven by G-Brownian motion with non-Lipschitz coefficient…

math.PR2020★ 5 cited

Pathwise unique solutions and stochastic averaging for mixed stochastic partial differential equations driven by fractional Brownian motion and Brownian motion

Bin Pei, Yuzuru Inahama, Yong Xu

This paper is devoted to a system of stochastic partial differential equations (SPDEs) that have a slow component driven by fractional Brownian motion (fBm) with the Hurst paramete…

nlin.AO2020★ 56 cited

Rate-dependent tipping-delay phenomenon in a thermoacoustic system with colored noise

Xiaoyu Zhang, Yong Xu, Qi Liu +1

Tipping is a phenomenon in multistable systems where small changes in inputs cause huge changes in outputs. When the parameter varies within a certain time scale, the rate will aff…

math.DS2020★ 11 cited

Averaging Principles for Mixed Fast-Slow Systems Driven by Fractional Brownian Motion

Bin Pei, Yuzuru Inahama, Yong Xu

We focus on fast-slow systems involving both fractional Brownian motion (fBm) and standard Brownian motion (Bm). The integral with respect to Bm is the standard Ito integral, and t…

physics.comp-ph2019★ 157 cited

Solving Fokker-Planck equation using deep learning

Yong Xu, Hao Zhang, Yongge Li +3

The probability density function of stochastic differential equations is governed by the Fokker-Planck (FP) equation. A novel machine learning method is developed to solve the gene…

math.DS2019

Averaging principles for non-autonomous two-time-scale stochastic reaction-diffusion equations with polynomial growth

Ruifang Wang, Yong Xu, Bin Pei

In this paper, we develop the averaging principle for a class of two-time-scale stochastic reaction-diffusion equations driven by Wiener processes and Poisson random measures. We a…

math.DS2018★ 3 cited

Averaging principles for non-autonomous two-time-scale stochastic reaction-diffusion equations with jump

Yong Xu, Ruifang Wang

In this paper, we aim to develop the averaging principle for a slow-fast system of stochastic reaction-diffusion equations driven by Poisson random measures. The coefficients of th…

math.DS2015

L^p(p>2)-strong convergence in stochastic averaging principle for two time-scales stochastic evolution equations driven by Lévy process

Bin Pei, Yong Xu

The main goal of the work is to study the stochastic averaging principle for two time-scales stochastic evolution equations driven by Lévy process. The solution of reduced equation…

q-bio.MN2013★ 49 cited

The parallel logic gates in synthetic gene networks induced by non-Gausssian noise

Yong Xu, Xiaoqin Jin, Huiqing Zhang

The newly appeared idea of Logical Stochastic Resonance (LSR) is verified in synthetic gene networks induced by non-Gaussian noise. We realize the switching between two kinds of lo…

nlin.CD2013

Effects of Lévy Noise on a bistable Duffing System

Yong Xu, Juanjuan Li, Jing Feng

This paper numerically investigates the mean first passage time (MFPT) and phase transition of a bistable Duffing system driven by Lévy stable noise, which can reduce to the common…

math-ph2013★ 29 cited

The Availability of Logical Operation Induced by Dichotomous Noise for a Nonlinear Bistable System

Yong Xu, Xiaoqin Jin, Huiqing Zhang +1

Instead of a continuous system driven by Gaussian white noise, logical stochastic resonance will be investigated in a nonlinear bistable system with two thresholds driven by dichot…

nlin.CD2013

Synchronization of Fractional-order Chaotic Systems with Gaussian fluctuation by Sliding Mode Control

Yong Xu, Hua Wang

This paper is devoted to the problem of synchronization between fractional-order chaotic systems with Gaussian fluctuation by the method of fractional-order sliding mode control. A…

math.DS2013★ 1 cited

Stochastic Averaging Principle for Dynamical Systems with Fractional Brownian Motion

Yong Xu, Rong Guo, Di Liu +2

Stochastic averaging for a class of stochastic differential equations (SDEs) with fractional Brownian motion, of the Hurst parameter H in the interval (1/2, 1), is investigated. An…

physics.bio-ph2012★ 84 cited

Lévy Noise Induced Switch in the Gene Transcriptional Regulatory System

Yong Xu, Jing Feng, JuanJuan Li +1

Gene transcriptional regulatory is an inherently noisy process. In this paper, the study of fluctuations in a gene transcriptional regulatory system is extended to the case of Lévy…

cond-mat.stat-mech2012★ 92 cited

Lévy Noise-Induced Stochastic Resonance in a Bistable System

Yong Xu, Juanjuan Li, Jing Feng +3

Stochastic resonance phenomenon induced by non-Gaussian Lévy noise in a second-order bistable system is investigated. The signal-noise-ratio for different parameters is computed by…