Andreas Kirsch
Andreas Kirsch publishes mostly in Mathematical Physics, Artificial Intelligence and Biomedical Engineering, on topics such as Numerical methods in inverse problems, Microwave Imaging and Scattering Analysis and Electromagnetic Scattering and Analysis.
- World rank
- #209,390 of 7,710,434 ranked researchers
- Rank in Germany
- #10,617 of 364,343
- Works
- 240
- Citations
- 9.8k
- Citations per work
- 41.0
What does Andreas Kirsch research?
Andreas Kirsch's work is mostly in Computer Science (23%), Mathematics (22%), Engineering (17%).
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
- Physical Sciences16870.0%
- Computer Science5523.1%
- Mathematics5422.3%
- Engineering4016.8%
- Physics and Astronomy197.8%
- Everything else7230.0%
- 1Mathematical Physics22% of their works
- 2Artificial Intelligence14% of their works
- 3Biomedical Engineering10% of their works
- 4Computational Theory and Mathematics9% of their works
- 5Atomic and Molecular Physics, and Optics8% of their works
- 6Mechanics of Materials6% of their works
Research topics
- Numerical methods in inverse problems
- Microwave Imaging and Scattering Analysis
- Electromagnetic Scattering and Analysis
- Advanced Mathematical Modeling in Engineering
- Machine Learning and Algorithms
- Machine Learning and Data Classification
- Electromagnetic Simulation and Numerical Methods
- Ultrasonics and Acoustic Wave Propagation
Which keywords describe Andreas Kirsch's research?
The keywords of their largest research topics: Inverse Problems, Regularization Methods, Maxwell's Equations, Breast Cancer Detection, Microwave Imaging, Electromagnetic Scattering, Integral Equation Methods and Heterogeneous.
- Guided Lamb Waves
- Hyperparameter Optimization
- Electromagnetics
- Active Learning
- Heterogeneous
- Electromagnetic Scattering
- Breast Cancer Detection
- Regularization Methods
- Inverse Problems
- Maxwell's Equations
- Microwave Imaging
- Integral Equation Methods
- Multiscale Methods
- Machine Learning
- Finite-Difference Time-Domain
- Noisy Labels
- Piezoelectric Impedance-Based Health Monitoring
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 17 words, with their numbers
- Inverse Problems1201 topic
- Regularization Methods1201 topic
- Maxwell's Equations642 topics
- Breast Cancer Detection611 topic
- Microwave Imaging611 topic
- Electromagnetic Scattering461 topic
- Integral Equation Methods461 topic
- Heterogeneous441 topic
- Multiscale Methods441 topic
- Active Learning211 topic
- Machine Learning211 topic
- Electromagnetics181 topic
- Finite-Difference Time-Domain181 topic
- Hyperparameter Optimization181 topic
- Noisy Labels181 topic
- Guided Lamb Waves171 topic
- Piezoelectric Impedance-Based Health Monitoring171 topic
Where does Andreas Kirsch work?
Andreas Kirsch's main affiliation in the publication record is Karlsruhe Institute of Technology, Germany.
How many publications and citations does Andreas Kirsch have?
OpenAlex counts 240 works and 9,844 citations for Andreas Kirsch, an h-index of 44, ranking #209,390 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.
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