The mean-field limit for particle systems with uniform full-rank constraints
Steffen Plunder, Bernd Simeon

TL;DR
This paper proves the convergence, well-posedness, and stability of the mean-field limit for a particle system with full-rank constraints, inspired by skeletal muscle tissue behavior, linking microscopic and macroscopic dynamics.
Contribution
It establishes the mean-field limit and stability results for particle systems with uniform full-rank coupling, a novel approach motivated by biological tissue modeling.
Findings
Proved convergence of the particle system to the mean-field PDE.
Established well-posedness of the mean-field PDE.
Provided stability estimates for the system.
Abstract
We consider a particle system with uniform coupling between a macroscopic component and individual particles. The constraint for each particle is of full rank, which implies that each movement of the macroscopic component leads to a movement of all particles and vice versa. Skeletal muscle tissues share a similar property which motivates this work. We prove convergence of the mean-field limit, well-posedness and a stability estimate for the mean-field PDE.
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
TopicsDiffusion Coefficients in Liquids · Point processes and geometric inequalities · Markov Chains and Monte Carlo Methods
