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Tempered fractional derivatives originated from the tempered fractional diffusion equations (TFDEs) modeled on the whole space R (see [23]). For numerically solving TFDEs, two kinds of generalized Laguerre functions were defined and some…

数值分析 · 数学 2017-03-16 Sheng Chen , Jie Shen , Lilian Wang

In this paper, we consider spectral approximation of fractional differential equations (FDEs). A main ingredient of our approach is to define a new class of generalized Jacobi functions (GJFs), which is intrinsically related to fractional…

数值分析 · 数学 2014-08-01 Sheng Chen , Jie Shen , Li-Lian Wang

The finite invert Beta-Liouville mixture model (IBLMM) has recently gained some attention due to its positive data modeling capability. Under the conventional variational inference (VI) framework, the analytically tractable solution to the…

机器学习 · 计算机科学 2021-12-30 Yongfa Ling , Wenbo Guan , Qiang Ruan , Heping Song , Yuping Lai

Fractional calculus of variation plays an important role to formulate the non-conservative physical problems. In this paper we use semi-inverse method and fractional variational principle to formulate the fractional order generalized…

偏微分方程分析 · 数学 2017-12-21 Uttam Ghosh , Susmita Sarkar , Shantanu Das

High-dimensional partial differential equations (PDEs) pose significant challenges for numerical computation due to the curse of dimensionality, which limits the applicability of traditional mesh-based methods. Since 2017, the Deep BSDE…

数值分析 · 数学 2025-05-26 Jiequn Han , Arnulf Jentzen , Weinan E

In this paper, the boundary element method is combined with Chebyshev operational matrix technique to solve two-dimensional multi-order time-fractional partial differential equations; nonlinear and linear in respect to spatial and temporal…

偏微分方程分析 · 数学 2020-03-31 Moein Khalighi , Mohammad Amirian Matlob , Alaeddin Malek

In investigation of boundary-value problems for certain partial differential equations arising in applied mathematics, we often need to study the solution of system of partial differential equations satisfied by hypergeometric functions and…

经典分析与常微分方程 · 数学 2018-03-09 Anvarjon Hasanov , Tuhtasin Ergashev

We consider an extension of the well-known Hamilton-Jacobi-Bellman (HJB) equation for fractional order dynamical systems in which a generalized performance index is considered for the related optimal control problem. Owing to the…

最优化与控制 · 数学 2018-11-29 Abolhassan Razminia , Mehdi AsadiZadehShiraz , Delfim F. M. Torres

We evaluate the performance of novel numerical methods for solving one-dimensional nonlinear fractional dispersive and dissipative evolution equations. The methods are based on affine combinations of time-splitting integrators and…

数值分析 · 数学 2023-09-22 Lisandro A. Raviola , Mariano F. De Leo

Unlike conventional grid and mesh based methods for solving partial differential equations (PDEs), neural networks have the potential to break the curse of dimensionality, providing approximate solutions to problems where using classical…

机器学习 · 计算机科学 2023-09-01 Marc Finzi , Andres Potapczynski , Matthew Choptuik , Andrew Gordon Wilson

In this short article, we state a Hopf type lemma for fractional equations and the outline of its proof. We believe that it will become a powerful tool in applying the method of moving planes on fractional equations to obtain qualitative…

偏微分方程分析 · 数学 2017-05-16 Congming Li , Wenxiong Chen

In this paper, we introduce a new method for calculating fractional integrals and differentials. The method involves an equation that we have obtained from infinite applied integration by parts. The equation works for special class of…

综合数学 · 数学 2023-09-08 Oleg Yaremko , Andrey Yachmenev

In this paper, we present a fractional spectral collocation method for solving a class of weakly singular Volterra integro-differential equations (VDIEs) with proportional delays and cordial operators. Assuming the underlying solutions are…

数值分析 · 数学 2024-09-18 Borui Zhao

We revise the finite element formulation for Lagrange, Raviart- Thomas, and Taylor-Hood finite element spaces. We solve Laplace equation in first and second order formulation, and compare the solutions obtained with Lagrange and…

数值分析 · 数学 2022-12-01 Felipe Cruz

In this article, we proposed new discrete maps with memory (DMM). These maps are derived from fractional differential equations (FDE) with the Hilfer fractional derivatives of non-integer orders and periodic sequence of kicks. The suggested…

混沌动力学 · 物理学 2025-09-22 Vasily E. Tarasov

In this paper, a new scheme of arbitrary high order accuracy in both space and time is proposed to solve hyperbolic conservative laws. Based on the idea of flux vector splitting(FVS) scheme, we split all the space and time derivatives in…

数值分析 · 数学 2015-08-25 Yibing Chen , Song Jiang , Na Liu

We derive explicit solution representations for linear, dissipative, second-order Initial-Boundary Value Problems (IBVPs) with coefficients that are spatially varying, with linear, constant-coefficient, two-point boundary conditions. We…

偏微分方程分析 · 数学 2024-06-04 Matthew Farkas , Bernard Deconinck

A semidefinite program (SDP) is a particular kind of convex optimization problem with applications in operations research, combinatorial optimization, quantum information science, and beyond. In this work, we propose variational quantum…

量子物理 · 物理学 2024-06-19 Dhrumil Patel , Patrick J. Coles , Mark M. Wilde

We consider a fractional Korteweg de Vries-Benjamin Bona Mahony (KdV-BBM) type equation including both fractional dispersive terms of fractional KdV and fractional BBM equations. We aim to enhance the existence time of solutions with small…

偏微分方程分析 · 数学 2025-11-20 Goksu Oruc

This tutorial teaches parts of the finite element method (FEM), and solves a stochastic partial differential equation (SPDE). The contents herein are considered "known" in the numerics literature, but for statisticians it is very difficult…

统计计算 · 统计学 2022-02-15 Haakon Bakka
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