A matrix form solution of the multi-dimensional generalized Langevin equation in the quadratic potential
Rana Imran Mushtaq, Chunyang Wang, Shi Zhi, Zengxuan Zhao, and J M Nyasulu

TL;DR
This paper derives an exact matrix analytical solution for the multi-dimensional generalized Langevin equation with quadratic potentials, enhancing understanding of stochastic dynamics in harmonic systems.
Contribution
It introduces a novel matrix form solution for the multi-dimensional generalized Langevin equation with quadratic potentials, using inverse Laplace transform techniques.
Findings
Provides explicit probability distribution expressions
Demonstrates the solution with specific examples
Clarifies the limitations of the approach
Abstract
In this research paper, we present an exact matrix form analytical solution of the multi-dimensional generalized Langevin equation with quadratic potentials. Our investigation provides detailed expressions for the two-dimensional probability distribution and extends the understanding of the dynamics governed by harmonic potentials. By utilizing the inverse Laplace transformation, we offer a precise method to solve these equations, corroborated by specific examples. This study contributes to the fundamental understanding of stochastic processes in multi-dimensional systems with harmonic potentials and clarifies the limitations of our approach. While the findings are specific to quadratic potentials, they provide a robust framework for exploring related phenomena within this context.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
Topicsstochastic dynamics and bifurcation · Statistical Mechanics and Entropy · Advanced Thermodynamics and Statistical Mechanics
