Adrian Wills
Adrian Wills publishes mostly in Control and Systems Engineering, Artificial Intelligence and Electrical and Electronic Engineering, on topics such as Control Systems and Identification, Fault Detection and Control Systems and Advanced Control Systems Optimization.
- World rank
- #94,402 of 1,633,909 ranked researchers
- Rank in Australia
- #2,602 of 35,497
- Works
- 39
- Citations
- 253
- Citations per work
- 6.5
What does Adrian Wills 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 Engineering55% of their works
- 2Artificial Intelligence19% of their works
- 3Electrical and Electronic Engineering12% of their works
- 4Geophysics2% of their works
- 5Signal Processing2% of their works
- 6Biomedical Engineering2% of their works
Research topics
- Control Systems and Identification
- Fault Detection and Control Systems
- Advanced Control Systems Optimization
- Target Tracking and Data Fusion in Sensor Networks
- Gaussian Processes and Bayesian Inference
- Bayesian Methods and Mixture Models
- Bayesian Modeling and Causal Inference
- Machine Learning and Algorithms
Which keywords describe Adrian Wills's research?
The keywords of their largest research topics: State Estimation, Machine Learning, Parameter Estimation, System Identification, Fault Detection, Process Monitoring, Bayesian Inference and Model Predictive Control.
- Mixture Models
- Causal Inference
- Active Learning
- Probabilistic Models
- Particle Filters
- Gaussian Processes
- Model Predictive Control
- Process Monitoring
- System Identification
- Machine Learning
- State Estimation
- Parameter Estimation
- Fault Detection
- Bayesian Inference
- Optimization
- Nonlinear Estimation
- Variational Inference
- Sparse Regression
- Bayesian Networks
- Clustering
- Semi-Supervised Learning
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
- State Estimation122 topics
- Machine Learning103 topics
- Parameter Estimation91 topic
- System Identification91 topic
- Fault Detection71 topic
- Process Monitoring71 topic
- Bayesian Inference63 topics
- Model Predictive Control61 topic
- Optimization61 topic
- Gaussian Processes32 topics
- Nonlinear Estimation31 topic
- Particle Filters31 topic
- Variational Inference32 topics
- Probabilistic Models21 topic
- Sparse Regression21 topic
- Active Learning11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Clustering11 topic
- Mixture Models11 topic
- Semi-Supervised Learning11 topic
Where does Adrian Wills work?
Adrian Wills's main affiliation in the publication record is University of Newcastle Australia, Australia.
How many publications and citations does Adrian Wills have?
Science Explorer counts 39 works and 253 citations for Adrian Wills, ranking #94,402 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.