Jorge Nocedal
Jorge Nocedal publishes mostly in Numerical Analysis, Computational Theory and Mathematics and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Sparse and Compressive Sensing Techniques and Iterative Methods for Nonlinear Equations.
- World rank
- #14,332 of 1,633,909 ranked researchers
- Rank in United States
- #6,864 of 358,040
- Works
- 45
- Citations
- 1.3k
- Citations per work
- 28.4
What does Jorge Nocedal research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Numerical Analysis29% of their works
- 2Computational Theory and Mathematics16% of their works
- 3Computational Mechanics10% of their works
- 4Control and Systems Engineering7% of their works
- 5Artificial Intelligence6% of their works
- 6Statistical and Nonlinear Physics4% of their works
Research topics
Which keywords describe Jorge Nocedal's research?
The keywords of their largest research topics: Convex Optimization, Optimization Software, Semidefinite Programming, Iterative Methods, Compressed Sensing, Convergence Analysis, Deep Learning and Newton's Method.
- Random Projections
- Floating-Point Arithmetic
- Model Reduction
- Nonlinear Operators
- Iterative Algorithms
- Newton's Method
- Convergence Analysis
- Iterative Methods
- Optimization Software
- Convex Optimization
- Semidefinite Programming
- Compressed Sensing
- Deep Learning
- Sparse Representation
- Matrix Computations
- Numerical Linear Algebra
- Partial Differential Equations
- Interval Analysis
- 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
- Convex Optimization223 topics
- Optimization Software151 topic
- Semidefinite Programming151 topic
- Iterative Methods92 topics
- Compressed Sensing51 topic
- Convergence Analysis51 topic
- Deep Learning52 topics
- Newton's Method51 topic
- Sparse Representation51 topic
- Iterative Algorithms41 topic
- Matrix Computations41 topic
- Nonlinear Operators41 topic
- Numerical Linear Algebra41 topic
- Model Reduction31 topic
- Partial Differential Equations31 topic
- Floating-Point Arithmetic21 topic
- Interval Analysis21 topic
- Random Projections21 topic
- Stochastic Gradient Descent21 topic
Where does Jorge Nocedal work?
Jorge Nocedal's main affiliation in the publication record is Northwestern University, United States.
How many publications and citations does Jorge Nocedal have?
Science Explorer counts 45 works and 1,278 citations for Jorge Nocedal, ranking #14,332 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.