Data-driven cardiovascular flow modelling: Examples and opportunities

Keyphrases

• Flow Modeling 100%
• Cardiovascular Flow 100%
• Modeling Examples 100%
• Modeling Techniques 75%
• Data-driven Modeling 75%
• Blood Flow Simulation 50%
• Blood Flow 25%
• Principal Coordinate Analysis (PCoA) 25%
• Noise Measurement 25%
• Experimental Characterization 25%
• Cardiovascular Disease 25%
• Low-rank 25%
• Kalman Filter 25%
• Data Assimilation 25%
• Illustrative Examples 25%
• Patient-specific Blood Flow 25%
• Computational Characterization 25%
• Sparse Identification of Nonlinear Dynamics (SINDy) 25%
• Reduced Order Modeling 25%
• Robust Principal Component Analysis 25%
• Ranking Data 25%
• Cardiovascular Fluid Mechanics 25%
• Dynamic Mode Decomposition 25%
• Cardiovascular Research 25%
• Data Recovery 25%
• Compressed Sensing 25%

Material Science

• Fluid Mechanics 100%