Pawan Goyal
Pawan Goyal publishes mostly in Statistical and Nonlinear Physics, Numerical Analysis and Artificial Intelligence, on topics such as Model Reduction and Neural Networks, Numerical methods for differential equations and Control Systems and Identification.
- World rank
- #1,130,600 of 1,633,909 ranked researchers
- Rank in Germany
- #64,780 of 86,443
- Works
- 41
- Citations
- 60
- Citations per work
- 1.5
What does Pawan Goyal research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistical and Nonlinear Physics25% of their works
- 2Numerical Analysis12% of their works
- 3Artificial Intelligence12% of their works
- 4Control and Systems Engineering9% of their works
- 5Materials Chemistry7% of their works
- 6Cardiology and Cardiovascular Medicine4% of their works
Research topics
- Model Reduction and Neural Networks
- Numerical methods for differential equations
- Control Systems and Identification
- Real-time simulation and control systems
- Machine Learning in Materials Science
- Complex Network Analysis Techniques
- Probabilistic and Robust Engineering Design
- Neural dynamics and brain function
Which keywords describe Pawan Goyal's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Partial Differential Equations, Differential Equations, Numerical Integration, Community Structure, Hardware-in-the-Loop and High-Throughput.
- Cortical Networks
- System Identification
- Real-Time Simulation
- Network Dynamics
- High-Throughput
- Community Structure
- Differential Equations
- Deep Learning
- Machine Learning
- Partial Differential Equations
- Numerical Integration
- Hardware-in-the-Loop
- Materials Informatics
- Parameter Estimation
- Sensitivity Analysis
- Uncertainty Quantification
- Neuronal Oscillations
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 17 words, with their numbers
- Machine Learning142 topics
- Deep Learning121 topic
- Partial Differential Equations121 topic
- Differential Equations71 topic
- Numerical Integration71 topic
- Community Structure21 topic
- Hardware-in-the-Loop21 topic
- High-Throughput21 topic
- Materials Informatics21 topic
- Network Dynamics21 topic
- Parameter Estimation21 topic
- Real-Time Simulation21 topic
- Sensitivity Analysis21 topic
- System Identification21 topic
- Uncertainty Quantification21 topic
- Cortical Networks11 topic
- Neuronal Oscillations11 topic
Where does Pawan Goyal work?
Pawan Goyal's main affiliation in the publication record is Max Planck Institute for Dynamics of Complex Technical Systems, Germany.
How many publications and citations does Pawan Goyal have?
Science Explorer counts 41 works and 60 citations for Pawan Goyal, ranking #1,130,600 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.
Other researchers named Pawan Goyal
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