Real-time high-resolution CO<sub>2</sub> geological storage prediction using nested Fourier neural operators
Gege Wen, Zongyi Li, Qirui Long, Kamyar Azizzadenesheli, Anima Anandkumar, Sally M. Benson
Abstract
Nested FNO is a machine learning framework that offers a general-purpose numerical simulator alternative to provide high-resolution CO 2 storage predictions in real time.
Topics & Concepts
Fourier transformComputer scienceResolution (logic)High resolutionArtificial neural networkAlgorithmFast Fourier transformComputational scienceArtificial intelligenceData miningRemote sensingGeologyMathematicsMathematical analysisCO2 Sequestration and Geologic InteractionsReservoir Engineering and Simulation MethodsSeismic Imaging and Inversion Techniques