John G. Lewis
John G. Lewis publishes mostly in Computational Theory and Mathematics, Computational Mechanics and Applied Mathematics, on topics such as Matrix Theory and Algorithms, Statistical and numerical algorithms and Neural Networks and Applications.
- World rank
- #366,806 of 1,633,909 ranked researchers
- Rank in United States
- #132,357 of 358,040
- Works
- 15
- Citations
- 168
- Citations per work
- 11.2
What does John G. Lewis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Theory and Mathematics25% of their works
- 2Computational Mechanics20% of their works
- 3Applied Mathematics10% of their works
- 4Statistical and Nonlinear Physics10% of their works
- 5Artificial Intelligence10% of their works
- 6Control and Systems Engineering5% of their works
Research topics
- Matrix Theory and Algorithms
- Statistical and numerical algorithms
- Neural Networks and Applications
- Stochastic Gradient Optimization Techniques
- Numerical Methods and Algorithms
- Advanced Numerical Methods in Computational Mathematics
- Sparse and Compressive Sensing Techniques
- Fluid dynamics and aerodynamics studies
Which keywords describe John G. Lewis's research?
The keywords of their largest research topics: Matrix Computations, Numerical Linear Algebra, Convex Optimization, Deep Learning, Neural Networks, Singular Spectrum Analysis, Total Least Squares and Backpropagation Learning.
- Sparse Representation
- Random Projections
- Interval Analysis
- Fluid Dynamics
- Finite Element Methods
- Backpropagation Learning
- Singular Spectrum Analysis
- Deep Learning
- Numerical Linear Algebra
- Matrix Computations
- Convex Optimization
- Neural Networks
- Total Least Squares
- Compressed Sensing
- Floating-Point Arithmetic
- Fluid-Structure Interaction
- Mechanics
- Self-Organizing Maps
- Stochastic Gradient Descent
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 19 words, with their numbers
- Matrix Computations41 topic
- Numerical Linear Algebra41 topic
- Convex Optimization22 topics
- Deep Learning22 topics
- Neural Networks22 topics
- Singular Spectrum Analysis21 topic
- Total Least Squares21 topic
- Backpropagation Learning11 topic
- Compressed Sensing11 topic
- Finite Element Methods11 topic
- Floating-Point Arithmetic11 topic
- Fluid Dynamics11 topic
- Fluid-Structure Interaction11 topic
- Interval Analysis11 topic
- Mechanics11 topic
- Random Projections11 topic
- Self-Organizing Maps11 topic
- Sparse Representation11 topic
- Stochastic Gradient Descent11 topic
Where does John G. Lewis work?
John G. Lewis's main affiliation in the publication record is Boeing (United States), United States.
How many publications and citations does John G. Lewis have?
Science Explorer counts 15 works and 168 citations for John G. Lewis, ranking #366,806 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.
Other researchers named John G. Lewis
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