Stochastic Landau-Lifshitz-Gilbert equations for frustrated magnets under fluctuating currents
Beniamin Goldys, Chunxi Jiao, Christof Melcher

TL;DR
This paper studies a stochastic Landau-Lifshitz-Gilbert equation modeling frustrated magnets under fluctuating currents, proving solution existence and showing topological patterns persist despite noise.
Contribution
It introduces a stochastic model for frustrated ferromagnets with competing exchange interactions and establishes existence and uniqueness of solutions under random spin transfer torques.
Findings
Existence of weak martingale solutions proven
Pathwise uniqueness established
Topological patterns persist under stochastic influences
Abstract
We examine a stochastic Landau-Lifshitz-Gilbert equation for a frustrated ferromagnet with competing first and second order exchange interactions exposed to deterministic and random spin transfer torques in form of transport noise. We prove the existence and pathwise uniqueness of weak martingale solutions in the energy space. The result ensures the persistence of topological patterns, occurring in such magnetic systems, under the influence of a fluctuating spin current.
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.
