ML-descent: An optimization algorithm for FWI using machine learning

Earth and Planetary Sciences

• Gradient 100%
• Descent 80%
• Model 40%
• Algorithms 40%
• Inversion 40%
• Waveform 20%
• Inverse Problem 20%
• Steepest Descent Method 20%
• Machine Learning 20%
• Loss 20%
• Time 20%
• Speed 20%
• Revision 20%
• State 20%
• Input 20%
• Norm 20%
• Train 20%

Computer Science

• Functions 100%
• Mathematical Optimization 80%
• Simulation Mode 40%
• Recurrent Neural Network 40%
• Gradient Descent 20%
• Steepest Descent Method 20%
• History Information 20%
• Descent Direction 20%
• Conjugate Gradients 20%
• Residual Data 20%