activity
20242026
most citedActive Inference Demonstrated with Artificial Spin Ice

2 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.mes-hall2026

Defect-mediated orientational ordering in stripe-forming magnetic systems

Premarun Barik, Johan van Lierop, Robert L. Stamps

We investigate the nonequilibrium development of orientational order in a two-dimensional stripe-forming magnetic system with competing interactions. Following a quench into the st…

cond-mat.mtrl-sci2025

Exceptional Antimodes in Multi-Drive Cavity Magnonics

Mawgan A. Smith, Ryan D. McKenzie, Alban Joseph +2

Driven-dissipative systems provide a natural setting for the emergence of exceptional points -- i.e. non-Hermitian degeneracies where eigenmodes coalesce. These points are importan…

cond-mat.mes-hall2025

Monopole current control in artificial spin ice via localized fields

Julia Frank, Johan van Lierop, Robert L. Stamps

Artificial spin ice systems are metamaterials composed of interacting nanomagnets arranged on a lattice, exhibiting geometrical frustration and emergent phenomena such as monopole…

cond-mat.mes-hall2024

Characterizing nanomagnetic arrays using restricted Boltzmann machines

Rehana Begum Popy, Mahdis Hamdi, Robert L. Stamps

Restricted Boltzmann machines are used for probabilistic learning and are capable of capturing complex dependencies in data. They are employed for diverse purposes such as dimensio…

cond-mat.mes-hall2024★ 2 cited

Active Inference Demonstrated with Artificial Spin Ice

Robert L. Stamps, Rehana Begum Popy, Johan van Lierop

A numerical model of interacting nanomagnetic elements is used to demonstrate active inference with a three dimensional Artificial Spin Ice structure. It is shown that thermal fluc…