Machine Learning Enabled Traveltime Inversion Based on the Horizontal Source Location Perturbation

Earth and Planetary Sciences

• Tomography 100%
• Datum 100%
• Speed 100%
• Approach 66%
• Model 66%
• Network 66%
• Gradient 66%
• Inversion 66%
• Variation 66%
• Arrival 66%
• Eikonal Equation 33%
• Ray Tracing 33%
• Perturbation 33%
• Vertical Profile 33%
• Inverse Problem 33%
• Stabilization 33%
• Penetration 33%
• Uniqueness 33%
• Smoothing 33%
• Machine Learning 33%
• Arrival Time 33%
• Estimate 33%
• Utilization 33%
• Difference 33%
• Area 33%
• Information 33%
• Map 33%
• Cause 33%
• Medium 33%
• Depth 33%
• Output 33%
• Construction 33%

Physics

• Tomography 100%
• Speed 100%
• Model 66%
• Gradients 66%
• Networks 66%
• Variations 66%
• Machine Learning 33%
• Ray Tracing 33%
• Eikonal Equation 33%
• Penetration 33%
• Smoothing 33%
• Differences 33%
• Utilization 33%
• Area 33%
• Information 33%
• Estimates 33%
• Media 33%
• Output 33%
• Stabilization 33%

Computer Science

• Regularization 66%
• Simulation Mode 66%
• Deep Convolutional Neural Networks 66%
• Networks 66%
• Optimization Problem 33%
• Lowest Resolution 33%
• Local Minimum 33%
• Eikonal Equation 33%
• Source Location 33%
• Linear Optimization 33%
• Uniqueness 33%
• Application 33%
• Relationships 33%