ML-descent: An optimization algorithm for full-waveform inversion using machine learning

INIS

• wave forms 100%
• algorithms 100%
• machine learning 100%
• optimization 100%
• neural networks 57%
• nonlinear problems 42%
• energy 14%
• data 14%
• information 14%
• modifications 14%
• losses 14%
• trains 14%
• space 14%
• accuracy 14%
• norm 14%
• convergence 14%
• learning 14%
• variational methods 14%
• hands 14%

Computer Science

• Machine Learning 100%
• Mathematical Optimization 100%
• Functions 66%
• Models 50%
• Inverse Problem 33%
• Algorithms 33%
• Recurrent Neural Network 33%
• Gradient Descent 16%
• Optimization Problem 16%
• History Information 16%
• Descent Direction 16%
• Conjugate Gradients 16%
• Residual Data 16%
• Faster Convergence 16%
• Accuracy 16%
• Autoencoder 16%