activity
20162025
most citedA subset multicanonical Monte Carlo method for simulating rare failure events

12 citations · 12 across the 6 of their papers we have counts for

collaborators

6 papers

math.NA2025

JS-type and Z-type weights for fourth-order central-upwind weighted essentially non-oscillatory schemes

Jiaxi Gu, Xinjuan Chen, Kwanghyuk Park +1

The central-upwind weighted essentially non-oscillatory (WENO) scheme introduces the downwind substencil to reconstruct the numerical flux, where the smoothness indicator for the d…

cs.LG2024

A third-order finite difference weighted essentially non-oscillatory scheme with shallow neural network

Kwanghyuk Park, Xinjuan Chen, Dongjin Lee +2

In this paper, we introduce the finite difference weighted essentially non-oscillatory (WENO) scheme based on the neural network for hyperbolic conservation laws. We employ the sup…

math.NA2024

Explicit radial basis function Runge-Kutta methods

Jiaxi Gu, Xinjuan Chen, Jae-Hun Jung

The aim of this paper is to design the explicit radial basis function (RBF) Runge-Kutta methods for the initial value problem. We construct the two-, three- and four-stage RBF Rung…

math.NA2023

A spatial-temporal weight analysis and novel nonlinear weights of weighted essentially non-oscillatory schemes for hyperbolic conservation laws

Xinjuan Chen, Jiaxi Gu, Jae-Hun Jung

In this paper we analyze the weighted essentially non-oscillatory (WENO) schemes in the finite volume framework by examining the first step of the explicit third-order total variat…

math.NA2021

Fifth-order weighted essentially non-oscillatory schemes with new Z-type nonlinear weights for hyperbolic conservation laws

Jiaxi Gu, Xinjuan Chen, Jae-Hun Jung

In this paper we propose new Z-type nonlinear weights of the fifth-order weighted essentially non-oscillatory (WENO) finite difference scheme for hyperbolic conservation laws. Inst…

math.NA2016★ 12 cited

A subset multicanonical Monte Carlo method for simulating rare failure events

Xinjuan Chen, Jinglai Li

Estimating failure probabilities of engineering systems is an important problem in many engineering fields. In this work we consider such problems where the failure probability is…