|
Special Issue:
Featured Column — COMPUTATIONAL PROGRAMS FOR PHYSICS
|
| COMPUTATIONAL PROGRAMS FOR PHYSICS |
Prev
Next
|
|
|
MicroMagnetic.jl: A Julia package for micromagnetic and atomistic simulations with GPU support |
| Weiwei Wang(王伟伟)1,†, Boyao Lyu(吕伯尧)2,3, Lingyao Kong(孔令尧)4, Hans Fangohr5, and Haifeng Du(杜海峰)2,‡ |
1 Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, China;
2 Anhui Province Key Laboratory of Low-Energy Quantum Materials and Devices, High Magnetic Field Laboratory, HFIPS, Chinese Academy of Sciences, Hefei 230031, China;
3 University of Science and Technology of China, Hefei 230031, China;
4 School of Physics and Optoelectronic Engineering, Anhui University, Hefei 230601, China;
5 University of Southampton, Southampton SO17 1BJ, United Kingdom |
|
|
|
|
Abstract MicroMagnetic.jl is an open-source Julia package for micromagnetic and atomistic simulations. Using the features of the Julia programming language, MicroMagnetic.jl supports CPU and various GPU platforms, including NVIDIA, AMD, Intel, and Apple GPUs. Moreover, MicroMagnetic.jl supports Monte Carlo simulations for atomistic models and implements the nudged-elastic-band method for energy barrier computations. With built-in support for double and single precision modes and a design allowing easy extensibility to add new features, MicroMagnetic.jl provides a versatile toolset for researchers in micromagnetics and atomistic simulations.
|
Received: 23 June 2024
Revised: 31 August 2024
Accepted manuscript online: 03 September 2024
|
|
PACS:
|
75.78.Cd
|
(Micromagnetic simulations ?)
|
| |
75.40.Mg
|
(Numerical simulation studies)
|
| |
75.78.Fg
|
(Dynamics of domain structures)
|
| |
75.40.Gb
|
(Dynamic properties?)
|
|
| Fund: Project supported by the National Key R&D Program of China (Grant No. 2022YFA1403603), the Strategic Priority Research Program of Chinese Academy of Sciences (Grant No. XDB33030100), the National Natural Science Fund for Distinguished Young Scholar (Grant No. 52325105), the National Natural Science Foundation of China (Grant Nos. 12374098, 11974021, and 12241406), and the CAS Project for Young Scientists in Basic Research (Grant No. YSBR-084). |
Corresponding Authors:
Weiwei Wang, Haifeng Du
E-mail: wangweiwei@ahu.edu.cn;duhf@hmfl.ac.cn
|
Cite this article:
Weiwei Wang(王伟伟), Boyao Lyu(吕伯尧), Lingyao Kong(孔令尧), Hans Fangohr, and Haifeng Du(杜海峰) MicroMagnetic.jl: A Julia package for micromagnetic and atomistic simulations with GPU support 2024 Chin. Phys. B 33 107508
|
[1] Kronmüller H 2007 Handbook of Magnetism and Advanced Magnetic Materials (Kronmüller H and Parkin S, Ed.) (Chichester, UK: John Wiley & Sons, Ltd)
[2] Leliaert J and Mulkers J 2019 J. Appl. Phys. 125 180901
[3] Rezende S M 2020 Fundamentals of Magnonics (vol. 969) (Cham: Springer International Publishing)
[4] Flebus B, Grundler D, Rana B, Otani Y, Barsukov I, Barman A, Gubbiotti G, Landeros P, Akerman J, Ebels U S, Pirro P, Demidov V E, Schultheiss K, Csaba G, Wang Q, Nikonov D E, Ciubotaru F, Che P, Hertel R, Ono T, Afanasiev D, Mentink J H, Rasing T, Hillebrands B, Viola Kusminskiy S, Zhang W, Du C R, Finco A, Van Der Sar T, Luo Y K, Shiota Y, Sklenar J, Yu T and Rao J 2024 J. Phys.: Condens. Matter 36 363501
[5] Grollier J, Querlioz D, Camsari K Y, Everschor-Sitte K, Fukami S and Stiles M D 2020 Nat. Electron. 3 360
[6] Abert C 2019 Euro. Phys. J. B 92 120
[7] Barla P, Joshi V K and Bhat S 2021 Journal of Computational Electronics 20 805
[8] Miltat J E and Donahue M J 2007 Handbook of Magnetism and Advanced Magnetic Materials (Kronmüller H and Parkin S, Ed.) (Chichester, UK: John Wiley & Sons, Ltd)
[9] Schrefl T, Hrkac G and Bance S 2007 Handbook of Magnetism and Advanced Magnetic Materials Vol. 2
[10] Donahue M and Porter D 1999 OOMMF User’s Guide, Version 1.0
[11] Vansteenkiste A, Leliaert J, Dvornik M, Garcia-Sanchez F and Van Waeyenberge B 2014 AIP Advances 4 107133
[12] Bisotti M A, Cortés-Ortuno D, Pepper R, Wang W, Beg M, Kluyver T and Fangohr H 2018 J. Open Res. Softw. 6 22
[13] Scholz W, Fidler J, Schrefl T, Suess D, Dittrich R, Forster H and Tsiantos V 2003 Computational Materials Science 28 366
[14] Fischbacher T, Franchin M, Bordignon G and Fangohr H 2007 IEEE Transactions on Magnetics 43 2896
[15] Pfeiler C M, Ruggeri M, Stiftner B, Exl L, Hochsteger M, Hrkac G, Schöberl J, Mauser N J and Praetorius D 2020 Computer Physics Communications 248 106965
[16] Bruckner F, Koraltan S, Abert C and Suess D 2023 Scientific Reports 13 12054
[17] Besard T, Churavy V, Edelman A and Sutter B D 2019 Advances in Engineering Software 132 29
[18] Churavy V, Aluthge D, Smirnov A, Schloss J, Samaroo J, Wilcox L C, Byrne S, Besard T, Ramadhan A, Waruszewski M, Schaub S D, Meredith, Moses W, Bolewski J, Constantinou N C, Ng M, Bauer C, Schanen M, johnbcoughlin, Shah V B, Dixit V K, Chor T, Holy T, Arakaki T, Yalburgi S, Liu R and Haraldsson P 2024 JuliaGPU/KernelAbstractions.jl: V0.9.18[object Object]
[19] Bisotti M A, Beg M, Wang W, Albert M, Chernyshenko D, Cortés- Ortuno D, Pepper R A, Vousden M, Carey R, Fuchs H, Johansen A, Balaban G, Breth L, Kluyver T and Fangohr H 2018 FinMag: Finiteelement micromagnetic simulation tool Zenodo
[20] Newell A J, Williams W and Dunlop D J 1993 Journal of Geophysical Research 98 9551
[21] Abert C, Bruckner F, Vogler C, Windl R, Thanhoffer R and Suess D 2015 J. Magn. Magn. Mater. 387 13
[22] Wang W 2015 Computer Simulation Studies of Complex Magnetic Materials (Ph.D. thesis) (University of Southampton)
[23] Abert C, Selke G, Kruger B and Drews A 2012 IEEE Transactions on Magnetics 48 1105
[24] Mühlbauer S, Binz B, Jonietz F, Pfleiderer C, Rosch A, Neubauer A, Georgii R and Böni P 2009 Science 323 915
[25] Huang S X and Chien C L 2012 Phys. Rev. Lett. 108 267201
[26] Cortés-Ortuno D, Beg M, Nehruji V, Breth L, Pepper R, Kluyver T, Downing G, Hesjedal T, Hatton P, Lancaster T, Hertel R, Hovorka O and Fangohr H 2018 New J. Phys. 20 113015
[27] Vedmedenko E Y, Riego P, Arregi J A and Berger A 2019 Phys. Rev. Lett. 122 257202
[28] Han D S, Lee K, Hanke J P, Mokrousov Y, Kim K W, Yoo W, Van Hees Y L W, Kim T W, Lavrijsen R, You C Y, Swagten H J M, Jung M H and Kläui M 2019 Nat. Mater. 18 703
[29] Tatara G, Kohno H and Shibata J 2008 Physics Reports 468 213
[30] Nowak U 2007 Handbook of Magnetism and Advanced Magnetic Materials 1st Edn. (Kronmüller H and Parkin S, Ed.) (Wiley)
[31] Skubic B, Hellsvik J, Nordström L and Eriksson O 2008 J. Phys.: Condens. Matter 20 315203
[32] Evans R F L, Fan W J, Chureemart P, Ostler T, Ellis M O and Chantrell R W 2014 J. Phys.: Condens. Matter 26 103202
[33] Dzyaloshinskii I 1958 J. Phys. Chem. Solids 4 241
[34] Moriya T 1960 Phys. Rev. 120 91
[35] Rohart S and Thiaville A 2013 Phys. Rev. B 88 184422
[36] Gilbert T L 2004 IEEE Transactions on Magnetics 40 3443
[37] Press W H and Teukolsky S A 1992 Computers in Physics 6 188
[38] Slonczewski J 1996 J. Magn. Magn. Mater. 159 L1
[39] Zhang S and Li Z 2004 Phys. Rev. Lett. 93 127204
[40] Meo A, Cronshaw C E, Jenkins S, Lees A and Evans R F L 2023 J. Phys.: Condens. Matter 35 025801
[41] Krishnaprasad P S and Tan X 2001 Physica B 306 195
[42] Iserles A and Zanna A 2000 LMS Journal of Computation and Mathematics 3 44
[43] Diele F, Lopez L and Peluso R 1998 Advances in Computational Mathematics 8 317
[44] Abert C, Wautischer G, Bruckner F, Satz A and Suess D 2014 J. Appl. Phys. 116 123908
[45] Exl L, Bance S, Reichel F, Schrefl T, Peter Stimming H and Mauser N J 2014 J. Appl. Phys. 115 128
[46] Cortes D I 2017 Computational Simulations of Complex Chiral Magnetic Structures (Ph.D. thesis) (University of Southampton)
[47] Wang W, Zhang Z, APepper R, Mu C, Zhou Y and Fangohr H 2018 J. Phys.: Condens. Matter 30 015801
[48] Garanin D A 1996 Phys. Rev. B 53 11593 |
| No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|
