Nicolas Durrande
Nicolas Durrande publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Statistics, Probability and Uncertainty, on topics such as Gaussian Processes and Bayesian Inference, Advanced Multi-Objective Optimization Algorithms and Probabilistic and Robust Engineering Design.
- World rank
- #856,222 of 1,633,909 ranked researchers
- Rank in France
- #53,200 of 96,116
- Works
- 24
- Citations
- 59
- Citations per work
- 2.5
What does Nicolas Durrande research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Computational Theory and Mathematics17% of their works
- 3Statistics, Probability and Uncertainty9% of their works
- 4Statistical and Nonlinear Physics9% of their works
- 5Management Science and Operations Research9% of their works
- 6Computer Networks and Communications4% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Advanced Multi-Objective Optimization Algorithms
- Probabilistic and Robust Engineering Design
- Insect and Arachnid Ecology and Behavior
- Neurobiology and Insect Physiology Research
- Machine Learning and Data Classification
- Constraint Satisfaction and Optimization
- Generative Adversarial Networks and Image Synthesis
Which keywords describe Nicolas Durrande's research?
The keywords of their largest research topics: Deep Learning, Gaussian Processes, Machine Learning, Evolutionary Algorithms, Multiobjective Optimization, Sensitivity Analysis, Uncertainty Quantification and Constraint Optimization.
- Noisy Labels
- Image Synthesis
- Genomics
- Drosophila
- Constraint Optimization
- Sensitivity Analysis
- Evolutionary Algorithms
- Gaussian Processes
- Deep Learning
- Machine Learning
- Multiobjective Optimization
- Uncertainty Quantification
- Distributed Algorithms
- Generative Adversarial Networks
- Hyperparameter Optimization
- Neuroscience
- Social Insects
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
- Deep Learning62 topics
- Gaussian Processes51 topic
- Machine Learning51 topic
- Evolutionary Algorithms41 topic
- Multiobjective Optimization41 topic
- Sensitivity Analysis21 topic
- Uncertainty Quantification21 topic
- Constraint Optimization11 topic
- Distributed Algorithms11 topic
- Drosophila11 topic
- Generative Adversarial Networks11 topic
- Genomics11 topic
- Hyperparameter Optimization11 topic
- Image Synthesis11 topic
- Neuroscience11 topic
- Noisy Labels11 topic
- Social Insects11 topic
Where does Nicolas Durrande work?
Nicolas Durrande's main affiliation in the publication record is Mines Saint-Étienne, France.
How many publications and citations does Nicolas Durrande have?
Science Explorer counts 24 works and 59 citations for Nicolas Durrande, ranking #856,222 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.