Seabed classification using physics-based modeling and machine learning

Keyphrases

• Machine Learning 100%
• Machine Learning Techniques 100%
• Modelling Learning 100%
• Physics-based Modeling 100%
• Seabed Classification 100%
• Two-layer 50%
• Acoustic Field 25%
• Noise Level 25%
• Seafloor 25%
• Matching Field 25%
• Geoacoustic Properties 25%
• Oceanic Environment 25%
• Robustness to Noise 25%
• Model Misspecification 25%
• Model-based Method 25%
• Field Approach 25%
• Work Model 25%
• 1-dimensional Convolutional Neural Network (1D-CNN) 25%
• High Frequency Model 25%
• Seafloor Sediment 25%
• Complex Formulation 25%
• Sediment Characterization 25%

Engineering

• Machine Learning Method 100%
• Machine Learning Technique 100%
• Acoustic Field 50%
• One Dimensional 50%
• Noise Level 50%
• Normal Modes 50%
• Convolutional Neural Network 50%

Earth and Planetary Sciences

• Machine Learning 100%