Karl Johan Åström
Karl Johan Åström publishes mostly in Control and Systems Engineering, Computational Theory and Mathematics and Artificial Intelligence, on topics such as Advanced Control Systems Optimization, Control Systems and Identification and Advanced Control Systems Design.
- World rank
- #977 of 1,633,909 ranked researchers
- Rank in Sweden
- #5 of 16,333
- Works
- 159
- Citations
- 2k
- Citations per work
- 12.6
What does Karl Johan Åström 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 Engineering49% of their works
- 2Computational Theory and Mathematics6% of their works
- 3Artificial Intelligence5% of their works
- 4Statistical and Nonlinear Physics4% of their works
- 5Computer Networks and Communications4% of their works
- 6Mechanical Engineering4% of their works
Research topics
Which keywords describe Karl Johan Åström's research?
The keywords of their largest research topics: Stability Analysis, Real-time Optimization, Model Predictive Control, Optimization, Parameter Estimation, Nonlinear Models, System Identification and Fractional Order Control.
- Self-Organizing Maps
- Backpropagation Learning
- Nonlinear Control
- Extremum Seeking
- Fault Detection
- Artificial Neural Networks
- Fractional Order Control
- Nonlinear Models
- Optimization
- Real-time Optimization
- Stability Analysis
- Model Predictive Control
- Parameter Estimation
- System Identification
- PID Controller
- Neural Networks
- Process Monitoring
- Modelica
- Simulation
- IEEE 1451
- Smart Sensors
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
- Stability Analysis312 topics
- Real-time Optimization242 topics
- Model Predictive Control191 topic
- Optimization191 topic
- Parameter Estimation182 topics
- Nonlinear Models131 topic
- System Identification131 topic
- Fractional Order Control121 topic
- PID Controller121 topic
- Artificial Neural Networks82 topics
- Neural Networks82 topics
- Fault Detection61 topic
- Process Monitoring61 topic
- Extremum Seeking51 topic
- Modelica51 topic
- Nonlinear Control51 topic
- Simulation51 topic
- Backpropagation Learning41 topic
- IEEE 145141 topic
- Self-Organizing Maps41 topic
- Smart Sensors41 topic
Where does Karl Johan Åström work?
Karl Johan Åström's main affiliation in the publication record is Lund University, Sweden.
How many publications and citations does Karl Johan Åström have?
Science Explorer counts 159 works and 2,001 citations for Karl Johan Åström, ranking #977 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.