Andrew M. Stuart
Andrew M. Stuart publishes mostly in Artificial Intelligence, Statistics and Probability and Statistics, Probability and Uncertainty, on topics such as Gaussian Processes and Bayesian Inference, Markov Chains and Monte Carlo Methods and Meteorological Phenomena and Simulations.
- World rank
- #47,321 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #4,485 of 90,785
- Works
- 127
- Citations
- 990
- Citations per work
- 7.8
What does Andrew M. Stuart research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence17% of their works
- 2Statistics and Probability11% of their works
- 3Statistics, Probability and Uncertainty7% of their works
- 4Atmospheric Science7% of their works
- 5Mathematical Physics6% of their works
- 6Statistical and Nonlinear Physics5% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Markov Chains and Monte Carlo Methods
- Meteorological Phenomena and Simulations
- Probabilistic and Robust Engineering Design
- Advanced Mathematical Modeling in Engineering
- Reservoir Engineering and Simulation Methods
- Numerical methods in inverse problems
- Neural Networks and Applications
Which keywords describe Andrew M. Stuart's research?
The keywords of their largest research topics: Inverse Problems, Deep Learning, Data Assimilation, Ensemble Kalman Filter, Uncertainty Quantification, Bayesian Monte Carlo, Gaussian Processes and Machine Learning.
- Neural Networks
- Regularization Methods
- Multiscale Methods
- Heterogeneous
- Polynomial Chaos
- Convective Parameterization
- Machine Learning
- Bayesian Monte Carlo
- Ensemble Kalman Filter
- Deep Learning
- Inverse Problems
- Data Assimilation
- Uncertainty Quantification
- Gaussian Processes
- Markov Chain
- Mesoscale Modeling
- Sensitivity Analysis
- Ill-Posed Problems
- Optimization
- Well Placement
- 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 21 words, with their numbers
- Inverse Problems172 topics
- Deep Learning162 topics
- Data Assimilation152 topics
- Ensemble Kalman Filter152 topics
- Uncertainty Quantification152 topics
- Bayesian Monte Carlo121 topic
- Gaussian Processes121 topic
- Machine Learning121 topic
- Markov Chain121 topic
- Convective Parameterization101 topic
- Mesoscale Modeling101 topic
- Polynomial Chaos101 topic
- Sensitivity Analysis101 topic
- Heterogeneous51 topic
- Ill-Posed Problems51 topic
- Multiscale Methods51 topic
- Optimization51 topic
- Regularization Methods51 topic
- Well Placement51 topic
- Neural Networks41 topic
- Self-Organizing Maps41 topic
Where does Andrew M. Stuart work?
Andrew M. Stuart's main affiliation in the publication record is University of Warwick, United Kingdom.
How many publications and citations does Andrew M. Stuart have?
Science Explorer counts 127 works and 990 citations for Andrew M. Stuart, ranking #47,321 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.
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