Data-driven, variational model reduction of high-dimensional reaction networks

Mathematics

• Biochemistry 49%
• Chemical Reaction Networks 50%
• Data-driven 81%
• Demonstrate 21%
• High-dimensional 58%
• Information Loss 52%
• Information Theory 38%
• Methodology 26%
• Model Reduction 84%
• Modeling 23%
• Reaction Network 100%
• Reduced Model 45%
• Reduction Method 40%
• Sensitivity Analysis 36%
• Stochastic Networks 49%
• Training 37%
• Variational Methods 33%
• Variational Model 99%

Physics & Astronomy

• biochemistry 31%
• chemical reactions 21%
• education 23%
• inference 26%
• information theory 29%
• methodology 19%
• sensitivity analysis 28%

Engineering & Materials Science

• Biochemistry 34%
• Chemical reactions 23%
• Information theory 27%
• Sensitivity analysis 21%