Samin Aref
Samin Aref publishes mostly in Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition and Transportation, on topics such as Reinforcement Learning in Robotics, Formal Methods in Verification and Advanced Neural Network Applications.
- World rank
- #1,164,634 of 1,633,909 ranked researchers
- Rank in Germany
- #66,437 of 86,443
- Works
- 16
- Citations
- 28
- Citations per work
- 1.8
What does Samin Aref research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistical and Nonlinear Physics12% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Transportation6% of their works
- 4Information Systems6% of their works
- 5Geometry and Topology6% of their works
- 6Artificial Intelligence6% of their works
Research topics
Which keywords describe Samin Aref's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Automated Testing, Big Data, Cloud Computing, Convolutional Neural Networks, Eco-Driving and Fuel Consumption.
- Vehicle Routing Problem
- Software Fault Localization
- Reinforcement Learning
- Image Synthesis
- Heuristic Algorithms
- Fuel Consumption
- Convolutional Neural Networks
- Big Data
- Neural Networks
- Deep Learning
- Automated Testing
- Cloud Computing
- Eco-Driving
- Generative Adversarial Networks
- Image Recognition
- Model Checking
- Robotics
- Symbolic Model Checker
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 Learning33 topics
- Neural Networks22 topics
- Automated Testing11 topic
- Big Data11 topic
- Cloud Computing11 topic
- Convolutional Neural Networks11 topic
- Eco-Driving11 topic
- Fuel Consumption11 topic
- Generative Adversarial Networks11 topic
- Heuristic Algorithms11 topic
- Image Recognition11 topic
- Image Synthesis11 topic
- Model Checking11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Software Fault Localization11 topic
- Symbolic Model Checker11 topic
- Vehicle Routing Problem11 topic
Where does Samin Aref work?
Samin Aref's main affiliation in the publication record is Max Planck Institute for Demographic Research, Germany.
How many publications and citations does Samin Aref have?
Science Explorer counts 16 works and 28 citations for Samin Aref, ranking #1,164,634 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.