Zhiwei (Martin) Ma, Ph.D., E.I.T.
Zhiwei (Martin) Ma, Ph.D., E.I.T.
NSERC Postdoctoral Research Fellow, Stanford University
Verified email at stanford.edu
Title
Cited by
Cited by
Year
Practical implementation of knowledge-based approaches for steam-assisted gravity drainage production analysis
Z Ma, JY Leung, S Zanon, P Dzurman
Expert Systems with Applications 42 (21), 7326-7343, 2015
422015
Integration of artificial intelligence and production data analysis for shale heterogeneity characterization in steam-assisted gravity-drainage reservoirs
Z Ma, JY Leung, S Zanon
Journal of Petroleum Science and Engineering 163, 139-155, 2018
352018
Practical data mining and artificial neural network modeling for steam-assisted gravity drainage production analysis
Z Ma, JY Leung, S Zanon
Journal of Energy Resources Technology 139 (3), 2017
242017
Correlating stochastically distributed reservoir heterogeneities with steam-assisted gravity drainage production
C Wang, Z Ma, JY Leung, SD Zanon
Oil & Gas Sciences and Technology–Revue d’IFP Energies nouvelles 73, 9, 2018
182018
A knowledge-based heterogeneity characterization framework for 3D steam-assisted gravity drainage reservoirs
Z Ma, JY Leung
Knowledge-Based Systems 192, 105327, 2020
122020
Integration of data-driven modeling techniques for lean zone and shale barrier characterization in SAGD reservoirs
Z Ma, JY Leung
Journal of Petroleum Science and Engineering 176, 716-734, 2019
122019
Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: A hybrid workflow of multi-objective optimization and proxy models
Z Ma, J Leung
Journal of Petroleum Science and Engineering 191, 107186, 2020
102020
Integration of deep learning and data analytics for SAGD temperature and production analysis
Z Ma, JY Leung
Computational Geosciences, 1-17, 2020
102020
Practical data mining and artificial neural network modeling for SAGD production analysis
Z Ma, Y Liu, JY Leung, S Zanon
SPE Canada Heavy Oil Technical Conference, 2015
62015
Practical implementation of knowledge-based approaches for SAGD production analysis
Z Ma, JY Leung, SD Zanon, PJ Dzurman
SPE Heavy Oil Conference-Canada, 2014
52014
Practical Application of Pareto-Based Multi-Objective Optimization and Proxy Modeling for Steam Alternating Solvent Process Design
L Coimbra, Z Ma, JY Leung
SPE Western Regional Meeting, 2019
42019
Integration of data-driven models for characterizing shale barrier configuration in 3D heterogeneous reservoirs for SAGD operations
Z Ma, JY Leung
SPE Canada Heavy Oil Technical Conference, 2018
42018
A novel particle-tracking based proxy for capturing SAGD production features under reservoir heterogeneity
C Gao, Z Ma, JY Leung
SPE Western Regional Meeting, 2019
32019
Phase Behaviors of Reservoir Fluids with Capillary Effect Using Particle Swarm Optimization
Z Ma
32013
Integration of Deep Learning and Data Analytics for SAGD Temperature and Production Analysis
Z Ma, JY Leung
SPE Reservoir Simulation Conference, 2019
22019
Practical Integration of Data-Driven Models for Production Analysis and Inference of Reservoir Heterogeneities in SAGD Operations
Z Ma
12018
Incorporating phase behavior constraints in the multi-objective optimization of a warm vaporized solvent injection process
S Hunyinbo, Z Ma, JY Leung
Journal of Petroleum Science and Engineering 205, 108949, 2021
2021
Efficient tracking and estimation of solvent chamber development during warm solvent injection in heterogeneous reservoirs via machine learning
Z Ma, JY Leung
Journal of Petroleum Science and Engineering, 109089, 2021
2021
Efficient Tracking of Solvent Chamber Development During Warm Solvent Injection in Heterogeneous Reservoirs Via Machine Learning
Z Ma, JY Leung
SPE Canada Heavy Oil Conference, 2020
2020
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