Matthias Heinkenschloss
Matthias Heinkenschloss publishes mostly in Computational Mechanics, Numerical Analysis and Statistics, Probability and Uncertainty, on topics such as Model Reduction and Neural Networks, Probabilistic and Robust Engineering Design and Numerical methods for differential equations.
- World rank
- #92,002 of 1,633,909 ranked researchers
- Rank in United States
- #40,511 of 358,040
- Works
- 34
- Citations
- 229
- Citations per work
- 6.7
What does Matthias Heinkenschloss research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Mechanics18% of their works
- 2Numerical Analysis15% of their works
- 3Statistics, Probability and Uncertainty12% of their works
- 4Statistical and Nonlinear Physics12% of their works
- 5Computational Theory and Mathematics9% of their works
- 6Aerospace Engineering6% of their works
Research topics
- Model Reduction and Neural Networks
- Probabilistic and Robust Engineering Design
- Numerical methods for differential equations
- Optimization and Variational Analysis
- Computational Fluid Dynamics and Aerodynamics
- Advanced Numerical Methods in Computational Mathematics
- Gas Dynamics and Kinetic Theory
- Advanced Optimization Algorithms Research
Which keywords describe Matthias Heinkenschloss's research?
The keywords of their largest research topics: Adaptive Mesh Refinement, Deep Learning, High-Order Schemes, Partial Differential Equations, Sensitivity Analysis, Uncertainty Quantification, Differential Equations and Numerical Integration.
- Turbulence Modeling
- Semidefinite Programming
- Nonlinear Operators
- Iterative Algorithms
- Finite Element Methods
- Numerical Integration
- Uncertainty Quantification
- Partial Differential Equations
- Deep Learning
- Adaptive Mesh Refinement
- High-Order Schemes
- Sensitivity Analysis
- Differential Equations
- Boltzmann Equation
- Fluid-Structure Interaction
- Kinetic Theory
- Optimization Software
- Shock-Wave Interactions
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 18 words, with their numbers
- Adaptive Mesh Refinement42 topics
- Deep Learning41 topic
- High-Order Schemes42 topics
- Partial Differential Equations41 topic
- Sensitivity Analysis41 topic
- Uncertainty Quantification41 topic
- Differential Equations31 topic
- Numerical Integration31 topic
- Boltzmann Equation21 topic
- Finite Element Methods21 topic
- Fluid-Structure Interaction21 topic
- Iterative Algorithms21 topic
- Kinetic Theory21 topic
- Nonlinear Operators21 topic
- Optimization Software21 topic
- Semidefinite Programming21 topic
- Shock-Wave Interactions21 topic
- Turbulence Modeling21 topic
Where does Matthias Heinkenschloss work?
Matthias Heinkenschloss's main affiliation in the publication record is Rice University, United States.
How many publications and citations does Matthias Heinkenschloss have?
Science Explorer counts 34 works and 229 citations for Matthias Heinkenschloss, ranking #92,002 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.
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