Gianmarco Mengaldo
Gianmarco Mengaldo publishes mostly in Computational Mechanics, Artificial Intelligence and Atmospheric Science, on topics such as Computational Fluid Dynamics and Aerodynamics, Meteorological Phenomena and Simulations and Fluid Dynamics and Turbulent Flows.
- World rank
- #132,236 of 7,710,434 ranked researchers
- Rank in Singapore
- #832 of 23,642
- Works
- 123
- Citations
- 2.6k
- Citations per work
- 20.8
What does Gianmarco Mengaldo research?
Gianmarco Mengaldo's work is mostly in Engineering (23%), Computer Science (21%), Earth and Planetary Sciences (11%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences8569.2%
- Engineering2822.8%
- Computer Science2620.9%
- Earth and Planetary Sciences1411.4%
- Environmental Science118.9%
- Physics and Astronomy65.2%
- Everything else3830.8%
- 1Computational Mechanics23% of their works
- 2Artificial Intelligence17% of their works
- 3Atmospheric Science11% of their works
- 4Global and Planetary Change9% of their works
- 5Statistical and Nonlinear Physics5% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
- Computational Fluid Dynamics and Aerodynamics
- Meteorological Phenomena and Simulations
- Fluid Dynamics and Turbulent Flows
- Explainable Artificial Intelligence (XAI)
- Climate variability and models
- Model Reduction and Neural Networks
- Advanced Numerical Methods in Computational Mathematics
- Tropical and Extratropical Cyclones Research
Which keywords describe Gianmarco Mengaldo's research?
The keywords of their largest research topics: Adaptive Mesh Refinement, High-Order Schemes, Climate Change, Global Warming, Shock-Wave Interactions, Turbulence Modeling, Data Assimilation and Ensemble Kalman Filter.
- Tropical Cyclones
- Fluid-Structure Interaction
- Partial Differential Equations
- Machine Learning Interpretability
- Extreme Events
- Vortex Dynamics
- Ensemble Kalman Filter
- Turbulence Modeling
- Global Warming
- High-Order Schemes
- Adaptive Mesh Refinement
- Climate Change
- Shock-Wave Interactions
- Data Assimilation
- Turbulent Flows
- Climate Modeling
- Interpretable Models
- Deep Learning
- Finite Element Methods
- Hurricanes
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 20 words, with their numbers
- Adaptive Mesh Refinement392 topics
- High-Order Schemes392 topics
- Climate Change252 topics
- Global Warming252 topics
- Shock-Wave Interactions251 topic
- Turbulence Modeling251 topic
- Data Assimilation231 topic
- Ensemble Kalman Filter231 topic
- Turbulent Flows201 topic
- Vortex Dynamics201 topic
- Climate Modeling171 topic
- Extreme Events171 topic
- Interpretable Models171 topic
- Machine Learning Interpretability171 topic
- Deep Learning161 topic
- Partial Differential Equations161 topic
- Finite Element Methods141 topic
- Fluid-Structure Interaction141 topic
- Hurricanes81 topic
- Tropical Cyclones81 topic
Where does Gianmarco Mengaldo work?
Gianmarco Mengaldo's main affiliation in the publication record is National University of Singapore, Singapore.
How many publications and citations does Gianmarco Mengaldo have?
OpenAlex counts 123 works and 2,554 citations for Gianmarco Mengaldo, an h-index of 25, ranking #132,236 of 7,710,434 researchers worldwide on the quality 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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