Nihat Ay
Nihat Ay publishes mostly in Artificial Intelligence, Cognitive Neuroscience and Electrical and Electronic Engineering, on topics such as Laser-Matter Interactions and Applications, Generative Adversarial Networks and Image Synthesis and Particle Accelerators and Free-Electron Lasers.
- World rank
- #1,194,596 of 1,633,909 ranked researchers
- Rank in Germany
- #67,828 of 86,443
- Works
- 53
- Citations
- 46
- Citations per work
- 0.9
What does Nihat Ay research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence19% of their works
- 2Cognitive Neuroscience8% of their works
- 3Electrical and Electronic Engineering8% of their works
- 4Statistical and Nonlinear Physics7% of their works
- 5Atomic and Molecular Physics, and Optics5% of their works
- 6Statistics and Probability5% of their works
Research topics
- Laser-Matter Interactions and Applications
- Generative Adversarial Networks and Image Synthesis
- Particle Accelerators and Free-Electron Lasers
- Statistical Mechanics and Entropy
- Neural dynamics and brain function
- Cognitive Science and Education Research
- Neural Networks and Applications
- Adversarial Robustness in Machine Learning
Which keywords describe Nihat Ay's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Attosecond Physics, High-Harmonic Generation, Free-Electron Lasers, Generative Adversarial Networks, Image Synthesis and Long-Range Interactions.
- Self-Organizing Maps
- Physics of Mind
- Cortical Networks
- Backpropagation Learning
- X-Ray
- Long-Range Interactions
- Generative Adversarial Networks
- High-Harmonic Generation
- Deep Learning
- Neural Networks
- Attosecond Physics
- Free-Electron Lasers
- Image Synthesis
- Nonextensive Statistical Mechanics
- Adversarial Examples
- Cognition
- Neuronal Oscillations
- Robustness
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
- Neural Networks94 topics
- Deep Learning73 topics
- Attosecond Physics41 topic
- High-Harmonic Generation41 topic
- Free-Electron Lasers31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Long-Range Interactions31 topic
- Nonextensive Statistical Mechanics31 topic
- X-Ray31 topic
- Adversarial Examples21 topic
- Backpropagation Learning21 topic
- Cognition21 topic
- Cortical Networks21 topic
- Neuronal Oscillations21 topic
- Physics of Mind21 topic
- Robustness21 topic
- Self-Organizing Maps21 topic
Where does Nihat Ay work?
Nihat Ay's main affiliation in the publication record is Max Planck Institute for Mathematics in the Sciences, Germany.
How many publications and citations does Nihat Ay have?
Science Explorer counts 53 works and 46 citations for Nihat Ay, ranking #1,194,596 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.