Rapid Inference of Reservoir Permeability from Inversion of Traveltime Data Under a Fast Marching Method-Based Deep Learning Framework

Engineering

• Time-of-Flight 100%
• Diffusive 100%
• Simulation Method 100%
• Reservoir Permeability 100%
• Deep Learning 100%
• Simulators 50%
• Graphics Processing Unit 50%
• Anisotropic 50%
• Estimation Error 50%
• Subsurface 50%
• Flow Behavior 50%
• Spatial Location 50%
• Collected Data 50%
• Asymptotic Approximation 50%
• Root Mean Square Error 50%
• Convolutional Neural Network 50%
• Deep Neural Network 50%
• Partial Derivative 50%
• Transients 50%
• Diffusivity Equation 50%
• Source Point 50%
• Loss Function 50%

Earth and Planetary Sciences

• Reservoir Permeability 100%
• Eikonal Equation 50%
• Diffusivity 50%
• Heterogeneous Medium 50%
• Root-Mean-Square Error 50%
• Anisotropic Medium 50%
• Transient Flow 50%

Keyphrases

• Transient Flow Behavior 14%
• Distributed Observation 14%