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Ubermag: Towards more effective micromagnetic workflows

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Title: Ubermag: Towards more effective micromagnetic workflows
Authors: Beg, M
Lang, M
Fangohr, H
Item Type: Journal Article
Abstract: Computational micromagnetics has become an essential tool in academia and industry to support fundamental research and the design and development of devices. Consequently, computational micromagnetics is widely used in the community, and the fraction of time researchers spend performing computational studies is growing. We focus on reducing this time by improving the interface between the numerical simulation and the researcher. We have designed and developed a human-centred research environment called Ubermag. With Ubermag, scientists can control an existing micromagnetic simulation package, such as OOMMF, from Jupyter notebooks. The complete simulation workflow, including definition, execution, and data analysis of simulation runs, can be performed within the same notebook environment. Numerical libraries, co-developed by the computational and data science community, can immediately be used for micromagnetic data analysis within this Python-based environment. By design, it is possible to extend Ubermag to drive other micromagnetic packages from the same environment.
Issue Date: 1-Feb-2022
Date of Acceptance: 3-May-2021
URI: http://hdl.handle.net/10044/1/89738
DOI: 10.1109/TMAG.2021.3078896
ISSN: 0018-9464
Publisher: Institute of Electrical and Electronics Engineers
Journal / Book Title: IEEE Transactions on Magnetics
Volume: 58
Issue: 2
Copyright Statement: © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.
Keywords: physics.comp-ph
Applied Physics
02 Physical Sciences
09 Engineering
Publication Status: Published
Article Number: ARTN 7300205
Online Publication Date: 2021-05-11
Appears in Collections:Earth Science and Engineering
Faculty of Engineering