Deposition of magnetic particles: A computer simulation study
F. de los Santos, M. Tasinkevych, J. M. Tavares, P. I. C. Teixeira

TL;DR
This study uses Monte Carlo simulations to analyze how magnetic particles deposit on a one-dimensional substrate, revealing temperature effects on deposit structure and dipole alignment.
Contribution
It introduces a simulation approach to study magnetic particle deposition considering dipole interactions and temperature effects, highlighting a temperature-dependent crossover in behavior.
Findings
Fractal dimension remains unchanged with temperature.
A crossover from temperature-dependent to universal behavior occurs.
Dipoles tend to align with local growth direction.
Abstract
We report a Monte Carlo simulation of deposition of magnetic particles on a one-dimensional substrate. Incoming particles interact with those that are already part of the deposit via a dipole-dipole potential. The strength of the dipolar interaction is controlled by an effective temperature , the case of pure diffusion-limited deposition being recovered in the limit . Preliminary results suggest that the fractal dimension of the deposits does not change with temperature but that there is a (temperature-dependent) cross-over from regimes of temperature-dependent to universal behaviour. Furthermore, it was found that dipoles tend to align with the local direction of growth.
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.
