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Employment (2)

Technical University of Denmark: Kgs. Lyngby, DK

Employment
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Technical University of Denmark Orbit

Technical University of Denmark: Kongens Lyngby, Hovedstaden, DK

2019-06-01 to present | PhD Student (Energy Conversion and Storage)
Employment
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Stefan Pollok

Education and qualifications (1)

Technische Universität München: Munchen, Bayern, DE

2016-10-01 to 2019-03-31 | Master of Science (Electrical Engineering and Information Technology)
Education
Source: Self-asserted source
Stefan Pollok

Works (9)

Impact of topography on extraordinary magnetoresistive devices

Journal of Physics: Materials
2025-01-14 | Journal article
DOI: 10.1088/2515-7639/ada995
Contributors: Sreejith Sasi Kumar; Stefan Pollok; Thierry Désiré Pomar; Dennis Valbjørn Christensen; Rasmus Bjørk
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Crossref

Impact of topography on extraordinary magnetoresistive devices

Journal of Physics: Materials
2025-01-13 | Journal article
DOI: 10.1088/2515-7639/ada9c2
Contributors: Sreejith Sasi Kumar; Stefan Pollok; Thierry Désiré Pomar; Dennis Valbjørn Christensen; Rasmus Bjørk
Source: check_circle
Crossref

Magnetic field prediction using generative adversarial networks

Journal of Magnetism and Magnetic Materials
2023-04 | Journal article
DOI: 10.1016/j.jmmm.2023.170556
Contributors: Stefan Pollok; Nataniel Olden-Jørgensen; Peter Stanley Jørgensen; Rasmus Bjørk
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Crossref
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Deep learning for magnetism

Europhysics News
2022 | Journal article | Author
DOI: 10.1051/epn/2022204
SOURCE-WORK-ID:

c09d95eb-40d6-4f60-b5d6-13261b83ddd9

EID:

2-s2.0-85129182006
Contributors: Stefan Pollok; Rasmus Bjørk
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Technical University of Denmark Orbit

Deep Learning for Optimizing Magnets

2022 | Dissertation or Thesis | Author
SOURCE-WORK-ID:

b3e2594b-44a7-4ee3-9586-b4da95b8cb91
Contributors: Stefan Pollok
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Technical University of Denmark Orbit

Magnetic Field Prediction Using Generative Adversarial Networks

15th Joint MMM-Intermag Conference, New Orleans, United States, 10/01/2022
2022 | Conference abstract | Author
SOURCE-WORK-ID:

593c391f-48bb-4a6c-a7bf-4fb566f1cd51
Contributors: Stefan Pollok; N. Olden-Jørgensen; P.S. Jørgensen; Rasmus Bjørk
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Technical University of Denmark Orbit

Transformer Neural Networks for Predicting Magnetization Dynamics

67nd Annual Conference on Magnetism and Magnetic Materials, Minneapolis, United States, 31/10/2022
2022 | Conference abstract | Author
SOURCE-WORK-ID:

b8c0727a-e8bb-4a67-aedd-2c463342ff12
Contributors: Stefan Pollok; S.T. Kotewitz; N.M. Lassen; Rasmus Bjørk
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Technical University of Denmark Orbit

Degradation studies using machine learning on novel solid oxide cell database

Fuel Cells
2021 | Journal article | Author
DOI: 10.1002/fuce.202100097
SOURCE-WORK-ID:

c865f8d5-9aaf-48d6-ae1e-742549706bd6

EID:

2-s2.0-85119667979
Contributors: Aiswarya Krishnakumar Padinajrethil; Stefan Pollok; Anke Hagen
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Technical University of Denmark Orbit

Inverse Design of Magnetic Fields using Deep Learning

I E E E Transactions on Magnetics
2021 | Journal article | Author
DOI: 10.1109/TMAG.2021.3082431
SOURCE-WORK-ID:

027b9161-5355-4338-8f5d-e66e1f8e1ffc

EID:

2-s2.0-85107172034
Contributors: Stefan Pollok; Rasmus Bjørk; Peter Stanley Jørgensen
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Technical University of Denmark Orbit
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Peer review (4 reviews for 3 publications/grants)

Review activity for AIP advances. (1)
Review activity for Computer physics communications. (2)
Review activity for Engineering applications of artificial intelligence. (1)
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