1. Kinematic Model of Magnetic Domain Wall Motion for Fast, High-Accuracy Simulations
- Author
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Doleh, Kristi, Humphrey, Leonard, Linseisen, Chandler M., Kitcher, Michael D., Martin, Joanna M., Cui, Can, Incorvia, Jean Anne C., Garcia-Sanchez, Felipe, Hassan, Naimul, Edwards, Alexander J., and Friedman, Joseph S.
- Subjects
Computer Science - Emerging Technologies ,Condensed Matter - Mesoscale and Nanoscale Physics - Abstract
Domain wall (DW) devices have garnered recent interest for diverse applications including memory, logic, and neuromorphic primitives; fast, accurate device models are therefore imperative for large-scale system design and verification. Extant DW motion models are sub-optimal for large-scale system design either over-consuming compute resources with physics-heavy equations or oversimplifying the physics, drastically reducing model accuracy. We propose a DW model inspired by the phenomenological similarities between motions of a DW and a classical object being acted on by forces like air resistance or static friction. Our proposed phenomenological model predicts DW motion within 1.2% on average compared with micromagnetic simulations that are 400 times slower. Additionally our model is seven times faster than extant collective coordinate models and 14 times more accurate than extant hyper-reduced models making it an essential tool for large-scale DW circuit design and simulation. The model is publicly posted along with scripts that automatically extract model parameters from user-provided simulation or experimental data to extend the model to alternative micromagnetic parameters.
- Published
- 2024