Janis Keuper
Janis Keuper publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Geophysics, on topics such as Seismic Imaging and Inversion Techniques, Adversarial Robustness in Machine Learning and Advanced Neural Network Applications.
- World rank
- #1,420,721 of 1,633,909 ranked researchers
- Rank in Germany
- #77,991 of 86,443
- Works
- 36
- Citations
- 21
- Citations per work
- 0.6
What does Janis Keuper research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition25% of their works
- 2Artificial Intelligence24% of their works
- 3Geophysics8% of their works
- 4Mechanical Engineering8% of their works
- 5Ocean Engineering7% of their works
- 6Computer Networks and Communications3% of their works
Research topics
- Seismic Imaging and Inversion Techniques
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
- Generative Adversarial Networks and Image Synthesis
- Hydraulic Fracturing and Reservoir Analysis
- Drilling and Well Engineering
- Anomaly Detection Techniques and Applications
- Explainable Artificial Intelligence (XAI)
Which keywords describe Janis Keuper's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Full-Waveform Tomography, Seismic Waveform Inversion, Adversarial Examples, Convolutional Neural Networks, Generative Adversarial Networks and Image Recognition.
- Unsupervised
- Interpretable Models
- Well Integrity
- Hydraulic Fracturing
- Robustness
- Image Recognition
- Convolutional Neural Networks
- Seismic Waveform Inversion
- Neural Networks
- Deep Learning
- Full-Waveform Tomography
- Adversarial Examples
- Generative Adversarial Networks
- Image Synthesis
- Drilling Fluids
- Shale Gas Reservoirs
- Anomaly Detection
- Machine Learning Interpretability
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 18 words, with their numbers
- Deep Learning144 topics
- Neural Networks103 topics
- Full-Waveform Tomography51 topic
- Seismic Waveform Inversion51 topic
- Adversarial Examples41 topic
- Convolutional Neural Networks41 topic
- Generative Adversarial Networks41 topic
- Image Recognition41 topic
- Image Synthesis41 topic
- Robustness41 topic
- Drilling Fluids31 topic
- Hydraulic Fracturing31 topic
- Shale Gas Reservoirs31 topic
- Well Integrity31 topic
- Anomaly Detection21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Unsupervised21 topic
Where does Janis Keuper work?
Janis Keuper's main affiliation in the publication record is Fraunhofer Institute for Industrial Mathematics, Germany.
How many publications and citations does Janis Keuper have?
Science Explorer counts 36 works and 21 citations for Janis Keuper, ranking #1,420,721 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.
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