Dennis S. Bernstein
Dennis S. Bernstein publishes mostly in Control and Systems Engineering, Aerospace Engineering and Civil and Structural Engineering, on topics such as Control Systems and Identification, Advanced Control Systems Optimization and Adaptive Control of Nonlinear Systems.
- World rank
- #32,663 of 1,633,909 ranked researchers
- Rank in United States
- #15,225 of 358,040
- Works
- 294
- Citations
- 2.3k
- Citations per work
- 7.8
What does Dennis S. Bernstein research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering48% of their works
- 2Aerospace Engineering8% of their works
- 3Civil and Structural Engineering6% of their works
- 4Statistical and Nonlinear Physics5% of their works
- 5Computational Mechanics4% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
- Control Systems and Identification
- Advanced Control Systems Optimization
- Adaptive Control of Nonlinear Systems
- Fault Detection and Control Systems
- Stability and Control of Uncertain Systems
- Structural Health Monitoring Techniques
- Model Reduction and Neural Networks
- Target Tracking and Data Fusion in Sensor Networks
Which keywords describe Dennis S. Bernstein's research?
The keywords of their largest research topics: Nonlinear Systems, State Estimation, Robust Control, Stability Analysis, Parameter Estimation, System Identification, Machine Learning and Model Predictive Control.
- Nonlinear Estimation
- Vibration-based Damage Identification
- Deep Learning
- Event-Triggered Control
- Fault Detection
- Adaptive Control
- Model Predictive Control
- System Identification
- Stability Analysis
- State Estimation
- Nonlinear Systems
- Robust Control
- Parameter Estimation
- Machine Learning
- Optimization
- Sliding Mode Control
- Process Monitoring
- Networked Control Systems
- Partial Differential Equations
- Wireless Sensors
- Particle Filters
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
- Nonlinear Systems663 topics
- State Estimation512 topics
- Robust Control492 topics
- Stability Analysis492 topics
- Parameter Estimation401 topic
- System Identification401 topic
- Machine Learning322 topics
- Model Predictive Control301 topic
- Optimization301 topic
- Adaptive Control241 topic
- Sliding Mode Control241 topic
- Fault Detection201 topic
- Process Monitoring201 topic
- Event-Triggered Control191 topic
- Networked Control Systems191 topic
- Deep Learning121 topic
- Partial Differential Equations121 topic
- Vibration-based Damage Identification121 topic
- Wireless Sensors121 topic
- Nonlinear Estimation111 topic
- Particle Filters111 topic
Where does Dennis S. Bernstein work?
Dennis S. Bernstein's main affiliation in the publication record is University of Michigan, United States.
How many publications and citations does Dennis S. Bernstein have?
Science Explorer counts 294 works and 2,298 citations for Dennis S. Bernstein, ranking #32,663 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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