PreprintCC BY 4.0arXiv
The mean-field limit of non-exchangeable particle systems with non-conservative dynamics and adaptive weights
Abstract
In the paper we introduce vector-valued dynamic extended graphons in order to obtain the mean-filed limit for certain class of problems with adaptive weights. We impose fairly general assumptions on the matrix of initial connections, which allows us to cover the case of sparse graphs.
Related
- A note on application of mean-field limit to non-exchangeable non-conservative systems
- Scalable Bayesian inference for time-discretised Markov jump processes via exchangeable particle Gibbs
- Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models
- A Fully Discrete, Mass-Conservative Adaptive Discontinuous Spectral-Element Method for the One-Dimensional Richards Equation in Mixed Form
- High-order in-cell discontinuous reconstruction path-conservative methods for conservative systems in primitive variables
BibTeX
@misc{ryszewska2026meanfield,
title = {{The mean-field limit of non-exchangeable particle systems with non-conservative dynamics and adaptive weights}},
author = {Katarzyna Ryszewska},
howpublished = {arXiv},
year = {2026},
month = oct,
doi = {10.48550/arxiv.2607.21110},
eprint = {2607.21110},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2607.21110},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - The mean-field limit of non-exchangeable particle systems with non-conservative dynamics and adaptive weights
AU - Katarzyna Ryszewska
PY - 2026
DA - 2026/10/29
PB - arXiv
DO - 10.48550/arxiv.2607.21110
UR - https://arxiv.org/abs/2607.21110
AB - In the paper we introduce vector-valued dynamic extended graphons in order to obtain the mean-filed limit for certain class of problems with adaptive weights. We impose fairly general assumptions on the matrix of initial connections, which allows us to cover the case of sparse graphs.
ER -