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

Mathematics

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

Physics & Astronomy

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

Engineering & Materials Science

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