Victor Champaney
Victor Champaney publishes mostly in Statistical and Nonlinear Physics, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Model Reduction and Neural Networks, Nuclear Engineering Thermal-Hydraulics and Probabilistic and Robust Engineering Design.
- World rank
- #1,623,468 of 1,633,909 ranked researchers
- Rank in France
- #95,476 of 96,116
- Works
- 16
- Citations
- 13
- Citations per work
- 0.8
What does Victor Champaney 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 Physics20% of their works
- 2Artificial Intelligence7% of their works
- 3Computer Vision and Pattern Recognition7% of their works
- 4Aerospace Engineering7% of their works
- 5Civil and Structural Engineering7% of their works
- 6Ocean Engineering7% of their works
Research topics
- Model Reduction and Neural Networks
- Nuclear Engineering Thermal-Hydraulics
- Probabilistic and Robust Engineering Design
- Fractal and DNA sequence analysis
- Spectroscopy and Chemometric Analyses
- Neural Networks and Applications
- Gaussian Processes and Bayesian Inference
- Advanced Mathematical Modeling in Engineering
Which keywords describe Victor Champaney's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Model Reduction, Partial Differential Equations, Passive Systems, Sensitivity Analysis, Thermal-Hydraulic Analysis and Uncertainty Quantification.
- Variational Inference
- Neural Networks
- Multivariate Calibration
- Heterogeneous
- Gaussian Processes
- Uncertainty Quantification
- Sensitivity Analysis
- Partial Differential Equations
- Machine Learning
- Deep Learning
- Model Reduction
- Passive Systems
- Thermal-Hydraulic Analysis
- DNA Sequences
- Genomic Signal Processing
- Multiscale Methods
- Near-Infrared Spectroscopy
- Self-Organizing Maps
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 Learning63 topics
- Machine Learning63 topics
- Model Reduction41 topic
- Partial Differential Equations41 topic
- Passive Systems21 topic
- Sensitivity Analysis21 topic
- Thermal-Hydraulic Analysis21 topic
- Uncertainty Quantification21 topic
- DNA Sequences11 topic
- Gaussian Processes11 topic
- Genomic Signal Processing11 topic
- Heterogeneous11 topic
- Multiscale Methods11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Neural Networks11 topic
- Self-Organizing Maps11 topic
- Variational Inference11 topic
Where does Victor Champaney work?
Victor Champaney's main affiliation in the publication record is Arts et Métiers, France.
How many publications and citations does Victor Champaney have?
Science Explorer counts 16 works and 13 citations for Victor Champaney, ranking #1,623,468 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.