Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder
Jorge López-Alvis, Eric Laloy, Frédéric Nguyen, Thomas Hermans
Topics & Concepts
AutoencoderInversion (geology)Nonlinear systemGenerative grammarComputer scienceGenerator (circuit theory)AlgorithmGeologyArtificial intelligenceArtificial neural networkSeismologyPhysicsTectonicsPower (physics)Quantum mechanicsImage Processing and 3D ReconstructionReservoir Engineering and Simulation MethodsComputational Physics and Python Applications