A backward automatic differentiation framework for reservoir simulation

DOI10.1007/s10596-014-9441-zzbMath1392.86014OpenAlexW2040354461MaRDI QIDQ723155

Dongxiao Zhang, Xiang Li

Publication date: 30 July 2018

Published in: Computational Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10596-014-9441-z

zbMATH Keywords

computational efficiencybackward modeexpression templatenumerical reservoir simulation

Mathematics Subject Classification ID

Computational methods for problems pertaining to geophysics (86-08) Numerical differentiation (65D25)

Related Items (2)

Dual numbers and automatic differentiation to efficiently compute velocities and accelerations ⋮ Generalized prism grid: a pillar-based unstructured grid for simulation of reservoirs with complicated geological geometries

Uses Software

• Blitz++
• ADIFOR
• FADBAD++
• Blitz++ library
• Sacado
• MRST
• OpenAD/F
• OpenAD

Cites Work

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• Open-source MATLAB implementation of consistent discretisations on complex grids
• Automatic differentiation: techniques and applications
• The complexity of partial derivatives
• Efficient Expression Templates for Operator Overloading-Based Automatic Differentiation
• Hierarchical approaches to automatic differentiation
• OpenAD/F
• Checking the Calculation of Gradients
• Fast Reverse-Mode Automatic Differentiation using Expression Templates in C++
• A simple automatic derivative evaluation program
• Automatic differentiation in C++ using expression templates and application to a flow control problem

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