A review of closed-loop reservoir management

J Hou, K Zhou, XS Zhang, XD Kang, H Xie - Petroleum Science, 2015 - Springer
The closed-loop reservoir management technique enables a dynamic and real-time optimal
production schedule under the existing reservoir conditions to be achieved by adjusting the …

An implementation of MPI and hybrid OpenMP/MPI parallelization strategies for an implicit 3D DDG solver

X He, K Wang, Y Feng, L Lv, T Liu - Computers & Fluids, 2022 - Elsevier
This work describes an implementation of OpenMP, MPI, hybrid OpenMP/MPI parallelization
strategies for an implicit three-dimensional (3D) direct discontinuous Galerkin (DDG) solver …

A parallel framework for reservoir simulators on distributed-memory supercomputers

H Liu, K Wang, Z Chen, KE Jordan, J Luo… - SPE Asia Pacific Oil and …, 2015 - onepetro.org
This paper presents our work on developing a platform for high performance reservoir
simulations, which is developed to support the implementation of various reservoir …

Parallel multi-stage preconditioners with adaptive setup for the black oil model

L Zhao, C Feng, CS Zhang, S Shu - Computers & Geosciences, 2022 - Elsevier
The black oil model is widely used to describe multiphase porous media flow in the
petroleum industry. The fully implicit method features strong stability and weak constraints …

Development of a Scalable Thermal Reservoir Simulator on Distributed-Memory Parallel Computers

H Liu, Z Chen, X Guo, L Shen - Fluids, 2021 - mdpi.com
Reservoir simulation is to solve a set of fluid flow equations through porous media, which
are partial differential equations from the petroleum engineering industry and described by …

A Multiphase and Multicomponent Model and Numerical Simulation Technology for CO2 Flooding and Storage

Q Li, Z Ning, S Wu, B Wang, Q Li, H Li - Energies, 2024 - mdpi.com
In recent years, CO2 flooding has become an important technical measure for oil and gas
field enterprises to further improve oil and gas recovery and achieve the goal of “dual …

Dynamic load balancing using hilbert space-filling curves for parallel reservoir simulations

H Liu, K Wang, B Yang, M Yang, R He… - SPE Reservoir …, 2017 - onepetro.org
New reservoir simulators designed for parallel computers enable us to overcome
performance limitations of workstations and personal computers and to simulate large-scale …

Development of parallel reservoir simulators on distributed-memory supercomputers

H Liu, K Wang, Z Chen, J Luo, S Wu… - … Conference and Exhibition …, 2015 - onepetro.org
This paper presents our work on developing parallel reservoir simulators for improving oil
recovery on distributed-memory parallel systems and studying the scalability of our parallel …

A scalable thermal reservoir simulator for Giant models on parallel computers

H Liu, Z Chen - arXiv preprint arXiv:1812.03952, 2018 - arxiv.org
This paper introduces the model, numerical methods, algorithms and parallel
implementation of a thermal reservoir simulator that designed for numerical simulations of …

A MgNO Method for Multiphase Flow in Porous Media

X Liu, X Yang, CS Zhang, L Zhang, L Zhao - arXiv preprint arXiv …, 2024 - arxiv.org
This research investigates the application of Multigrid Neural Operator (MgNO), a neural
operator architecture inspired by multigrid methods, in the simulation for multiphase flow …