Olivier Roustant
Olivier Roustant 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
- #418,938 of 1,633,909 ranked researchers
- Rank in France
- #24,629 of 96,116
- Works
- 78
- Citations
- 176
- Citations per work
- 2.3
What does Olivier Roustant research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence15% of their works
- 2Computational Theory and Mathematics12% of their works
- 3Statistics, Probability and Uncertainty12% of their works
- 4Management Science and Operations Research11% of their works
- 5Statistical and Nonlinear Physics8% of their works
- 6Management Information Systems5% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Advanced Multi-Objective Optimization Algorithms
- Probabilistic and Robust Engineering Design
- Model Reduction and Neural Networks
- Optimal Experimental Design Methods
- Simulation Techniques and Applications
- Agriculture and Rural Development Research
- Advanced Scientific Research Methods
Which keywords describe Olivier Roustant's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Gaussian Processes, Variational Inference, Evolutionary Algorithms, Multiobjective Optimization, Sensitivity Analysis and Uncertainty Quantification.
- Sustainability
- Livestock Farming
- Verification and Validation
- Optimization
- Partial Differential Equations
- Uncertainty Quantification
- Multiobjective Optimization
- Variational Inference
- Machine Learning
- Deep Learning
- Gaussian Processes
- Evolutionary Algorithms
- Sensitivity Analysis
- Model Reduction
- Experimental Design
- Simulation Optimization
- Food Production
- Mathematical Modeling
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 Learning132 topics
- Machine Learning132 topics
- Gaussian Processes91 topic
- Variational Inference91 topic
- Evolutionary Algorithms71 topic
- Multiobjective Optimization71 topic
- Sensitivity Analysis71 topic
- Uncertainty Quantification71 topic
- Model Reduction41 topic
- Partial Differential Equations41 topic
- Experimental Design31 topic
- Optimization31 topic
- Simulation Optimization21 topic
- Verification and Validation21 topic
- Food Production11 topic
- Livestock Farming11 topic
- Mathematical Modeling11 topic
- Sustainability11 topic
Where does Olivier Roustant work?
Olivier Roustant's main affiliation in the publication record is Mines Saint-Étienne, France.
How many publications and citations does Olivier Roustant have?
Science Explorer counts 78 works and 176 citations for Olivier Roustant, ranking #418,938 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.