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Researcher · ETH Zurich · Switzerland

Melanie N. Zeilinger

Melanie N. Zeilinger publishes mostly in Control and Systems Engineering, Artificial Intelligence and Electrical and Electronic Engineering, on topics such as Advanced Control Systems Optimization, Fault Detection and Control Systems and Control Systems and Identification.

ORCID 0000-0003-4570-7571 OpenAlex
World rank
#119,964
of 7,710,434 ranked researchers
Rank in Switzerland
#2,493
of 80,918
Works
292
Citations
6.7k
Citations per work
22.8
h-index
37
i10-index 86Top 2.7% in Control and Systems Engineering
Melanie N. Zeilinger

What does Melanie N. Zeilinger research?

Melanie N. Zeilinger's work is mostly in Engineering (58%), Computer Science (15%), Decision Sciences (3%).

Physical Sciences: 213 works · 72.8% of their workEngineering: 169 works · 58.0% of their workControl and Systems Engineering: 158 works · 54.0% of their workElectrical and Electronic Engineering: 12 works · 4.0% of their workComputer Science: 43 works · 14.8% of their workArtificial Intelligence: 30 works · 10.2% of their workComputer Vision and Pattern Recognition: 8 works · 2.6% of their workComputational Theory and Mathematics: 6 works · 2.0% of their workEverything else: 72 works · 24.7% of their workSocial Sciences: 7 works · 2.5% of their workDecision Sciences: 7 works · 2.5% of their workManagement Science and Operations Research: 7 works · 2.5% of their workTHEIR WORKMelanie N.Zeilinger292works
Physical Sciences73%Social Sciences3%

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. Engineering16958.0%
    2. Computer Science4314.8%
  2. Everything else7224.7%
    1. Decision Sciences72.5%
  1. 1Control and Systems Engineering54% of their works
  2. 2Artificial Intelligence10% of their works
  3. 3Electrical and Electronic Engineering4% of their works
  4. 4Computer Vision and Pattern Recognition3% of their works
  5. 5Management Science and Operations Research2% of their works
  6. 6Computational Theory and Mathematics2% of their works

Research topics

Which keywords describe Melanie N. Zeilinger's research?

The keywords of their largest research topics: Model Predictive Control, Optimization, Machine Learning, Fault Detection, Process Monitoring, Parameter Estimation, System Identification and Deep Learning.

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.

All 19 words, with their numbers
  1. Model Predictive Control1891 topic
  2. Optimization1891 topic
  3. Machine Learning1362 topics
  4. Fault Detection1081 topic
  5. Process Monitoring1081 topic
  6. Parameter Estimation931 topic
  7. System Identification931 topic
  8. Deep Learning452 topics
  9. Multi-Agent Systems292 topics
  10. Gaussian Processes281 topic
  11. Variational Inference281 topic
  12. Neural Networks171 topic
  13. Reinforcement Learning171 topic
  14. Polymer Electrolyte Membranes151 topic
  15. Proton Exchange Membranes151 topic
  16. Bandit Optimization141 topic
  17. Bayesian Optimization141 topic
  18. Optimal Motion Planning121 topic
  19. Sampling-Based Algorithms121 topic

Where does Melanie N. Zeilinger work?

Melanie N. Zeilinger's main affiliation in the publication record is ETH Zurich, Switzerland.

How many publications and citations does Melanie N. Zeilinger have?

OpenAlex counts 292 works and 6,652 citations for Melanie N. Zeilinger, an h-index of 37, ranking #119,964 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised 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.

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