Stability preserving data-driven models with latent dynamics

Keyphrases

• Latent Variables 100%
• Data-driven Model 100%
• Latent Dynamics 100%
• Numerical Examples 50%
• Modeling Approach 50%
• Coupled Dynamics 50%
• Predictive Ability 50%
• Order Reduction 50%
• State Space 50%
• Model Stability 50%
• Reduction Problem 50%
• Dynamic Problems 50%
• Two-fluid 50%
• Fluid-structure Interaction Problems 50%
• Data-driven Modeling 50%
• Benchmark Testing 50%
• Backpropagation through Time 50%

Mathematics

• Numerical Example 100%
• Predictive Capability 100%
• Modeling Approach 100%
• Dynamic Problem 100%
• Fluid-Structure Interaction 100%
• Data-Driven Model 100%

Engineering

• Recurrent 100%
• Illustrates 50%
• Numerical Example 50%
• Predictive Capability 50%
• Fluid-Structure Interaction 50%