Roummel F. Marcia
Roummel F. Marcia publishes mostly in Computational Mechanics, Numerical Analysis and Computer Vision and Pattern Recognition, on topics such as Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research and Matrix Theory and Algorithms.
- World rank
- #1,017,739 of 1,633,909 ranked researchers
- Rank in United States
- #266,942 of 358,040
- Works
- 53
- Citations
- 104
- Citations per work
- 2.0
What does Roummel F. Marcia research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Mechanics13% of their works
- 2Numerical Analysis12% of their works
- 3Computer Vision and Pattern Recognition10% of their works
- 4Artificial Intelligence9% of their works
- 5Computational Theory and Mathematics9% of their works
- 6Molecular Biology8% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Advanced Optimization Algorithms Research
- Matrix Theory and Algorithms
- Genomic variations and chromosomal abnormalities
- Stochastic Gradient Optimization Techniques
- Image and Signal Denoising Methods
- Photoacoustic and Ultrasonic Imaging
- Genomics and Phylogenetic Studies
Which keywords describe Roummel F. Marcia's research?
The keywords of their largest research topics: Convex Optimization, Compressed Sensing, Sparse Representation, Deep Learning, Optimization Software, Semidefinite Programming, Matrix Computations and Numerical Linear Algebra.
- sequence alignment
- Tomography
- Sparse Representations
- Photoacoustic Imaging
- Genomic Rearrangements
- Numerical Linear Algebra
- Semidefinite Programming
- Deep Learning
- Compressed Sensing
- Convex Optimization
- Sparse Representation
- Optimization Software
- Matrix Computations
- Copy Number Variation
- Image Denoising
- Random Projections
- Stochastic Gradient Descent
- RNA-Seq
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
- Convex Optimization233 topics
- Compressed Sensing121 topic
- Sparse Representation121 topic
- Deep Learning82 topics
- Optimization Software71 topic
- Semidefinite Programming71 topic
- Matrix Computations51 topic
- Numerical Linear Algebra51 topic
- Copy Number Variation41 topic
- Genomic Rearrangements41 topic
- Image Denoising41 topic
- Photoacoustic Imaging41 topic
- Random Projections41 topic
- Sparse Representations41 topic
- Stochastic Gradient Descent41 topic
- Tomography41 topic
- RNA-Seq31 topic
- sequence alignment31 topic
Where does Roummel F. Marcia work?
Roummel F. Marcia's main affiliation in the publication record is University of California, Merced, United States.
How many publications and citations does Roummel F. Marcia have?
Science Explorer counts 53 works and 104 citations for Roummel F. Marcia, ranking #1,017,739 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.