Ryan Santoso

Publications

308

Citations

H-Index

2016

Active since

Affiliations

King Abdullah University of Science and Technology(Current)

Saudi Aramco (United States)

China University of Geosciences

RWTH Aachen University

Tsinghua University

Ryan Santoso is an author at King Abdullah University of Science and Technology specializing in engineering, civil engineering, and reservoir modeling.

ORCID

Top concepts

EngineeringCivil EngineeringReservoir ModelingReservoir SimulationData ScienceMachine LearningFracture MechanicsModeling And SimulationDeep LearningMultiscale Modeling

Publications per year

2016–2022

Publications

Application of Machine-Learning to Construct Equivalent Continuum Models from High-Resolution Discrete-Fracture Models

Xupeng He, Ryan Santoso, Hussein Hoteit · International Petroleum Technology Conference · 2020 · 39 citations

Geometric Learning, Convolutional Neural Network, Engineering +27

Investigation of an Improved Polymer Flooding Scheme by Compositionally-Tuned Slugs

Ryan Santoso, V. Torrealba, Hussein Hoteit · Processes · 2020 · 38 citations · Full text

Engineering, Mechanical Engineering, Porous Polymer +28

Application of Machine-Learning to Construct Simulation Models from High-Resolution Fractured Formation

Ryan Santoso, Xupeng He, Hussein Hoteit · 2019 · 34 citations

Convolutional Neural Network, Engineering, Machine Learning +34

Optimization of Energy Recovery from Geothermal Reservoirs Undergoing Re-Injection: Conceptual Application in Saudi Arabia

Ryan Santoso, Hussein Hoteit, Volker Vahrenkamp · SPE Middle East Oil and Gas Show and Conference · 2019 · 29 citations

Engineering, Energy Efficiency, Saudi Arabia +17

CO2 Leakage Rate Forecasting Using Optimized Deep Learning

Xupeng He, Weiwei Zhu, Ryan Santoso et al. · SPE Annual Technical Conference and Exhibition · 2021 · 25 citations

Data Generation, Surrogate Development, Leakage (Machine Learning) +14

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