Céline Helbert
Céline Helbert publishes mostly in Statistics, Probability and Uncertainty, Management Science and Operations Research and Artificial Intelligence, on topics such as Probabilistic and Robust Engineering Design, Gaussian Processes and Bayesian Inference and Advanced Multi-Objective Optimization Algorithms.
- World rank
- #1,557,831 of 1,633,909 ranked researchers
- Rank in France
- #92,449 of 96,116
- Works
- 23
- Citations
- 6
- Citations per work
- 0.3
What does Céline Helbert research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics, Probability and Uncertainty19% of their works
- 2Management Science and Operations Research19% of their works
- 3Artificial Intelligence19% of their works
- 4Computational Theory and Mathematics14% of their works
- 5Ocean Engineering5% of their works
- 6Building and Construction5% of their works
Research topics
- Probabilistic and Robust Engineering Design
- Gaussian Processes and Bayesian Inference
- Advanced Multi-Objective Optimization Algorithms
- Forecasting Techniques and Applications
- Bayesian Modeling and Causal Inference
- Nuclear reactor physics and engineering
- Vehicle emissions and performance
- BIM and Construction Integration
Which keywords describe Céline Helbert's research?
The keywords of their largest research topics: Machine Learning, Sensitivity Analysis, Uncertainty Quantification, Evolutionary Algorithms, Gaussian Processes, Multiobjective Optimization, Variational Inference and Forecasting.
- Molten Salt
- Eco-Driving
- Causal Inference
- BIM
- Forecasting
- Multiobjective Optimization
- Evolutionary Algorithms
- Sensitivity Analysis
- Machine Learning
- Uncertainty Quantification
- Gaussian Processes
- Variational Inference
- Time Series
- Bayesian Networks
- Construction
- Fuel Consumption
- Nuclear Reactor
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
- Machine Learning52 topics
- Sensitivity Analysis41 topic
- Uncertainty Quantification41 topic
- Evolutionary Algorithms31 topic
- Gaussian Processes31 topic
- Multiobjective Optimization31 topic
- Variational Inference31 topic
- Forecasting21 topic
- Time Series21 topic
- BIM11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Construction11 topic
- Eco-Driving11 topic
- Fuel Consumption11 topic
- Molten Salt11 topic
- Nuclear Reactor11 topic
Where does Céline Helbert work?
Céline Helbert's main affiliation in the publication record is École Centrale de Lyon, France.
How many publications and citations does Céline Helbert have?
Science Explorer counts 23 works and 6 citations for Céline Helbert, ranking #1,557,831 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.