activity
20212024
most citedAlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework

7 citations · 8 across the 5 of their papers we have counts for

collaborators

5 papers

math.PR2024

Averaging principle for semilinear slow-fast rough partial differential equations

Miaomiao Li, Yunzhang Li, Bin Pei +1

In this paper, we investigate the averaging principle for a class of semilinear slow-fast partial differential equations driven by finite-dimensional rough multiplicative noise. Sp…

cs.CL20247 cited

AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework

Xiang Li, Zhenyu Li, Chen Shi +5

The task of financial analysis primarily encompasses two key areas: stock trend prediction and the corresponding financial question answering. Currently, machine learning and deep…

math.PR2023

Almost Sure Averaging for Fast-slow Stochastic Differential Equations via Controlled Rough Path

Bin Pei, Robert Hesse, Bjoern Schmalfuss +1

This paper establishes the averaging method to a coupled system consisting of two stochastic differential equations which has a slow component driven by fractional Brownian motion…

math.PR20231 cited

Almost Sure Averaging for Evolution Equations driven by fractional Brownian motions

Bin Pei, Bjoern Schmalfuss, Yong Xu

We apply the averaging method to a coupled system consisting of two evolution equations which has a slow component driven by fractional Brownian motion (FBM) with the Hurst paramet…

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…