George Em Karniadakis
George Em Karniadakis publishes mostly in Computational Mechanics, Statistical and Nonlinear Physics and Artificial Intelligence, on topics such as Model Reduction and Neural Networks, Fluid Dynamics and Turbulent Flows and Lattice Boltzmann Simulation Studies.
- World rank
- #151 of 1,633,909 ranked researchers
- Rank in United States
- #75 of 358,040
- Works
- 268
- Citations
- 6.3k
- Citations per work
- 23.4
What does George Em Karniadakis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Mechanics20% of their works
- 2Statistical and Nonlinear Physics13% of their works
- 3Artificial Intelligence8% of their works
- 4Environmental Engineering4% of their works
- 5Biomedical Engineering4% of their works
- 6Statistics, Probability and Uncertainty4% of their works
Research topics
Which keywords describe George Em Karniadakis's research?
The keywords of their largest research topics: Deep Learning, Model Reduction, Partial Differential Equations, Heat Transfer, Large-Eddy Simulation, Fluid-Structure Interaction, Turbulent Flow and Turbulent Flows.
- Neural Networks
- CFD Simulation
- Sensitivity Analysis
- Anomalous Diffusion
- Lattice Boltzmann Method
- Flow Control
- Turbulent Flows
- Fluid-Structure Interaction
- Heat Transfer
- Model Reduction
- Deep Learning
- Partial Differential Equations
- Large-Eddy Simulation
- Turbulent Flow
- Vortex Dynamics
- Immersed Boundary Method
- Vortex-Induced Vibrations
- Fractional Calculus
- Uncertainty Quantification
- Urban Microclimate
- Self-Organizing Maps
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
- Deep Learning422 topics
- Model Reduction331 topic
- Partial Differential Equations331 topic
- Heat Transfer302 topics
- Large-Eddy Simulation282 topics
- Fluid-Structure Interaction242 topics
- Turbulent Flow222 topics
- Turbulent Flows181 topic
- Vortex Dynamics181 topic
- Flow Control121 topic
- Immersed Boundary Method121 topic
- Lattice Boltzmann Method121 topic
- Vortex-Induced Vibrations121 topic
- Anomalous Diffusion111 topic
- Fractional Calculus111 topic
- Sensitivity Analysis111 topic
- Uncertainty Quantification111 topic
- CFD Simulation101 topic
- Urban Microclimate101 topic
- Neural Networks91 topic
- Self-Organizing Maps91 topic
Where does George Em Karniadakis work?
George Em Karniadakis's main affiliation in the publication record is Brown University, United States.
How many publications and citations does George Em Karniadakis have?
Science Explorer counts 268 works and 6,282 citations for George Em Karniadakis, ranking #151 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.