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Researcher · Simula Research Laboratory · Norway

Marius Zeinhofer

Marius Zeinhofer publishes mostly in Statistical and Nonlinear Physics, Computational Mechanics and Artificial Intelligence, on topics such as Model Reduction and Neural Networks, Advanced Numerical Methods in Computational Mathematics and Advanced Mathematical Modeling in Engineering.

ORCID 0000-0002-5594-7766 OpenAlex
World rank
#3,927,914
of 7,710,434 ranked researchers
Rank in Norway
#22,759
of 33,005
Works
45
Citations
112
Citations per work
2.5
h-index
6
i10-index 3Top 79% in Statistical and Nonlinear Physics
Marius Zeinhofer

What does Marius Zeinhofer research?

Marius Zeinhofer's work is mostly in Engineering (22%), Computer Science (21%), Physics and Astronomy (20%).

Physical Sciences: 31 works · 68.0% of their workEngineering: 10 works · 21.9% of their workComputational Mechanics: 8 works · 18.0% of their workBiomedical Engineering: 2 works · 3.9% of their workComputer Science: 9 works · 21.1% of their workArtificial Intelligence: 6 works · 13.3% of their workComputational Theory and Mathematics: 4 works · 7.8% of their workPhysics and Astronomy: 9 works · 19.5% of their workStatistical and Nonlinear Physics: 9 works · 19.5% of their workMaterials Science: 2 works · 5.5% of their workMaterials Chemistry: 2 works · 5.5% of their workEverything else: 14 works · 32.0% of their workTHEIR WORKMarius Zeinhofer45works
Physical Sciences68%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Engineering1021.9%
    2. Computer Science921.1%
    3. Physics and Astronomy919.5%
    4. Materials Science25.5%
  2. Everything else1432.0%
  1. 1Statistical and Nonlinear Physics20% of their works
  2. 2Computational Mechanics18% of their works
  3. 3Artificial Intelligence13% of their works
  4. 4Computational Theory and Mathematics8% of their works
  5. 5Materials Chemistry6% of their works
  6. 6Biomedical Engineering4% of their works

Research topics

Which keywords describe Marius Zeinhofer's research?

The keywords of their largest research topics: Machine Learning, Deep Learning, Model Reduction, Partial Differential Equations, Fluid-Structure Interaction, Discontinuous Galerkin Methods, Finite Element Methods and Heterogeneous.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Machine Learning363 topics
  2. Deep Learning312 topics
  3. Model Reduction251 topic
  4. Partial Differential Equations251 topic
  5. Fluid-Structure Interaction142 topics
  6. Discontinuous Galerkin Methods91 topic
  7. Finite Element Methods91 topic
  8. Heterogeneous71 topic
  9. High-Throughput71 topic
  10. Materials Informatics71 topic
  11. Multiscale Methods71 topic
  12. Neural Networks61 topic
  13. Self-Organizing Maps61 topic
  14. Finite Elements51 topic
  15. NURBS51 topic
  16. Neuromorphic Photonics41 topic
  17. Photonic Reservoir Computing41 topic
  18. Turbulent Flows41 topic
  19. Vortex Dynamics41 topic

Where does Marius Zeinhofer work?

Marius Zeinhofer's main affiliation in the publication record is Simula Research Laboratory, Norway.

How many publications and citations does Marius Zeinhofer have?

OpenAlex counts 45 works and 112 citations for Marius Zeinhofer, an h-index of 6, ranking #3,927,914 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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