Data Assimilation in the Latent Space of a Convolutional Autoencoder

Keyphrases

• Data Assimilation 100%
• Convolutional Autoencoder 100%
• System Dynamics 100%
• Latent Space 100%
• Kalman Filter 75%
• Autoencoder 50%
• Linear Encoder 50%
• Latent Assimilation 50%
• Popular 25%
• Real-world Application 25%
• Recurrent Neural Network 25%
• Physical Systems 25%
• Dynamical Systems 25%
• Bayesian Inference 25%
• Dynamic Model 25%
• Modeling Techniques 25%
• Big Data Challenges 25%
• Surrogate Model 25%
• Real Tests 25%
• Long Short-term Memory Network 25%
• Reduced Order Modeling 25%

Mathematics

• Kalman Filtering 100%
• Real Data 66%
• Nonlinear 66%
• Neural Network 33%
• Dynamical System 33%
• Dynamic Model 33%
• Bayesian Inference 33%
• Physical System 33%
• Lstm 33%