Concepedia

A neural network approach for elucidating fluid leakage along hard-linked normal faults

Priyadarshi Chinmoy Kumar, Kamaldeen Olakunle Omosanya, Tiago M. Alves, Kalachand Sain

Marine and Petroleum Geology · 2019 · 26 citations · 53 references

Concepts

ComputingGeological EngineeringPetroleum EngineeringFluid DynamicsMachine LearningSubsurface Fluid FlowDeep LearningFault DetectionLeak DetectionNatural Fracture NetworksNeural NetworksFault Boundary AnalysisFault Detection Using Deep LearningFault Zone Fluid FlowFault Zone Fluid PathwaysLeakageNeural Network PredictionNeural Network-based Diagnosis

References

53

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Approximation capabilities of multilayer feedforward networks

Kurt Hornik · Neural Networks · 1991 · 6.1K citations

Computing, Computer Science, Computer Networks +11

3-D seismic discontinuity for faults and stratigraphic features: The coherence cube

Mike Bahorich, Steve L. Farmer · The Leading Edge · 1995 · 938 citations

Natural Sciences, Earth Sciences, Geophysics +17

Structural permeability of fluid-driven fault-fracture meshes

Richard H. Sibson · Journal of Structural Geology · 1996 · 937 citations

Engineering, Geological Engineering, Petroleum Engineering +14