Holger Rauhut
Holger Rauhut publishes mostly in Computational Mechanics, Applied Mathematics and Signal Processing, on topics such as Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods and Blind Source Separation Techniques.
- World rank
- #26,086 of 1,633,909 ranked researchers
- Rank in Germany
- #2,064 of 86,443
- Works
- 54
- Citations
- 658
- Citations per work
- 12.2
What does Holger Rauhut research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Mechanics26% of their works
- 2Applied Mathematics15% of their works
- 3Signal Processing9% of their works
- 4Computer Vision and Pattern Recognition9% of their works
- 5Artificial Intelligence8% of their works
- 6Biomedical Engineering8% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Image and Signal Denoising Methods
- Blind Source Separation Techniques
- Mathematical Analysis and Transform Methods
- Photoacoustic and Ultrasonic Imaging
- Stochastic Gradient Optimization Techniques
- Probabilistic and Robust Engineering Design
- Advanced Numerical Analysis Techniques
Which keywords describe Holger Rauhut's research?
The keywords of their largest research topics: Sparse Representation, Convex Optimization, Compressed Sensing, Signal Recovery, Deep Learning, Blind Separation, Frames and Image Denoising.
- Finite Elements
- Stochastic Gradient Descent
- Random Projections
- Photoacoustic Imaging
- Sparse Representations
- Image Denoising
- Blind Separation
- Signal Recovery
- Convex Optimization
- Sparse Representation
- Compressed Sensing
- Deep Learning
- Frames
- Independent Component Analysis
- Wavelets
- Tomography
- Sensitivity Analysis
- Uncertainty Quantification
- NURBS
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
- Sparse Representation212 topics
- Convex Optimization182 topics
- Compressed Sensing151 topic
- Signal Recovery151 topic
- Deep Learning92 topics
- Blind Separation61 topic
- Frames61 topic
- Image Denoising61 topic
- Independent Component Analysis61 topic
- Sparse Representations61 topic
- Wavelets61 topic
- Photoacoustic Imaging41 topic
- Tomography41 topic
- Random Projections31 topic
- Sensitivity Analysis31 topic
- Stochastic Gradient Descent31 topic
- Uncertainty Quantification31 topic
- Finite Elements21 topic
- NURBS21 topic
Where does Holger Rauhut work?
Holger Rauhut's main affiliation in the publication record is RWTH Aachen University, Germany.
How many publications and citations does Holger Rauhut have?
Science Explorer counts 54 works and 658 citations for Holger Rauhut, ranking #26,086 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.