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most citedInversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

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physics.comp-ph2018

Emulation of CPU-demanding reactive transport models: comparison of Gaussian processes, polynomial chaos expansion and deep neural networks

Eric Laloy, Diederik Jacques

This paper presents a detailed comparison between 3 methods for emulating CPU-intensive reactive transport models (RTMs): Gaussian processes (GPs), polynomial chaos expansion (PCE)…