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Artigos em Revistas

Revistas Internacionais ( 198)

1. MASCHIO, C.; SILVA NETO, G. M.; DAVOLIO, A.; RIOS2, V. S.; SCHIOZER, D. J. "Performance Assessment of an Iterative Ensemble Smoother with Local Analysis to Assimilate Big 4D Seismic Dataset Applied to a Complex Pre-Salt-Like Benchmark Case", Journal of Geophysics and Engineering, v. 21, nº 1, pp. 68-97, Fevereiro, 2024.
2. CORREIA, M. G.; OLIVEIRA, G. S.; SCHIOZER, D. J. "Integrated Approach to Improve Numerical and Geostatistical Performance on a Real Naturally Fractured Carbonate Reservoir", Petroleum Science and Technology, v. 1, pp. 1-21, Dezembro, 2023.
3. CIRAC, G.; FARFAN, J.; AVANSI, G. D.; SCHIOZER, D. J.; ROCHA, A. R. "Cross-Domain Feature Learning and Data Augmentation for Few-Shot Proxy Development in Oil Industry", Applied Soft Computing Journal, v. 149, pp. 1-22, Dezembro, 2023.
4. CIRAC, G.; FARFAN, J.; AVANSI, G. D.; SCHIOZER, D. J.; ROCHA, A. R. "Deep Hierarchical Distillation Proxy-Oil Modelling for Heterogeneous Carbonate Reservoirs", Engineering Applications of Artificial Intelligence, v. 126, pp. 1-16, Novembro, 2023.
5. ELBALOULA, H. A. A.; OLIVEIRA, G. S.; SCHIOZER, D. J. "Water Alternative Gas (WAG) Optimization for a Heterogeneous Brazilian Pre-Salt Carbonate Reservoir", Journal of Geophysics and Engineering, v. 20, nº 5, pp. 978-992, Outubro, 2023.
6. MASCHIO, C.; SCHIOZER, D. J. "A New Procedure for Well Productivity and Injectivity Calibration to Improve Short-Term Production Forecast", Geoenergy Science and Engineering, v. 229, pp. 1-13, Outubro, 2023.
7. LOOMBA, A. K.; BOTECHIA, V. E.; SCHIOZER, D. J. "Cluster-based Learning and Evolution Algorithm for Optimization", Geoenergy Science and Engineering, v. 227, pp. 1-19, Agosto, 2023.
8. PAIAMAN, A. M.; SANTOS, S. M. G.; SCHIOZER, D. J. "Optimization of Design Variables and Control Rules in Field Development under Uncertainty: A Case of Intelligent Wells and CO2 Water Alternating Gas Injection", Geoenergy Science and Engineering, v. 227, pp. 1-18, Agosto, 2023.
9. MORAES, E. B.; COELHO, G. P.; SANTOS, A. A. S.; SCHIOZER, D. J. "Binary Well Placement Optimization using a Decomposition-Based Multi-Objective Evolutionary Algorithm with Diversity Preservation", Computational Geosciences, v. 27, pp. 765-782, Julho, 2023.
10. CASTRO, M.; MENDES JUNIOR, P. R.; VARGAS, A. S.; WERNECK, R. O.; GONCALVES, M. M.; LUSQUINO FILHO, L.; MOURA, R.; ZAMPIERI, M. F.; LINARES, O.; FERREIRA, V. H. S.; FERREIRA, A. M.; DAVOLIO, A.; SCHIOZER, D. J.; ROCHA, A. R . "Time Series Causal Relationships Discovery Through Feature Importance and Ensemble Models", Scientific Reports, v. 13, pp. 1-18, Julho, 2023.
11. ROSA, D. R.; DAVOLIO, A.; SCHIOZER, D. J. "Evaluating the Impact of 4D Seismic Data Artifacts in Data Assimilation", Petroleum Geoscience, v. 29, nº 3, pp. 1-16, Junho, 2023.
12. SANTOS, D. R.; FIORAVANTI, A. R.; BOTECHIA, V. E.; SCHIOZER, D. J. "Accelerated Optimization of CO2-miscible Water-Alternating-Gas Injection in Carbonate Reservoirs using Production Data-Based Parameterization", Journal of Petroleum Exploration and Production Technology, pp. 1-14, Junho, 2023.
13. ROSA, D. R.; SCHIOZER, D. J.; DAVOLIO, A. "Data Assimilation of Production and Multiple 4D Seismic Acquisitions in a Deepwater Field Using Ensemble Smoother with Multiple Data Assimilation", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 26, pp. 1-13, Maio, 2023.
14. CORREIA, M. G.; OLIVEIRA, G. S.; SCHIOZER, D. J. "Special Connections for Representing Multiscale Heterogeneities in Reservoir Simulation", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 26, pp. 1-11, Maio, 2023.
15. MASCHIO, C.; AVANSI, G. D.; SCHIOZER, D. J. "Data Assimilation Using Principal Component Analysis and Artificial Neural Network", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 26, pp. 1-18, Abril, 2023.
16. DANAEI, S.; CIRNE, M.; MALEKI, M.; SCHIOZER, D. J.; ROCHA, A. R.; DAVOLIO, A. "All-in-One Proxy to Replace 4D Seismic Forward Modeling with Machine Learning Algorithms", Geoenergy Science and Engineering, v. 222, pp. 1-16, Março, 2023.
17. CORREIA, M. G.; MALEKI, M.; SILVA, F. B. M.; DAVOLIO, A.; SCHIOZER, D. J. "Integrated Approach to Improve Simulation Models in an Ultra-Deep Heavy Oil Field with 4D Seismic Monitoring", Petroleum Geoscience, v. 29, pp. 1-12, Fevereiro, 2023.
18. LIMA, A.; LOPES, J. A. G.; MEDEIROS, W. E.; SCHIOZER, D. J.; LA BRUNA, V.; BEZERRA, F. H. R. "Impact of Fracture Set Scales and Aperture Enlargement Due to Karstic Dissolution on The Fluid Flow Behavior of Carbonate Reservoirs: A Workflow to Include Sub-Seismic Fractures in 3D Simulation Models", Geoenergy Science and Engineering, v. 221, pp. 1-15, Fevereiro, 2023.
19. BOTECHIA, V. E.; CORREIA, M. G.; RIOS, V. S.; DAVOLIO, A.; SANTOS, S. M. G.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "UNISIM-IV: Benchmark Proposal for Light Oil Carbonate Reservoir with High CO2 Content", Brazilian Journal of Petroleum and Gas, v. 16, nº 4, pp. 149-160, Dezembro, 2022.
20. PAIAMAN, A. M.; SANTOS, S. M. G.; SCHIOZER, D. J. "Iterative Sequential Robust Optimization of Quantity and Location of Wells in Field Development Under Subsurface, Operational and Economic Uncertainty", Journal of Petroleum Science and Engineering, v. 218, pp. 1-15, Novembro, 2022.
21. SILVA, L. M.; FERREIRA, L. M.; AVANSI, G. D.; SCHIOZER, D. J.; ALVES-SOUA, S. N. "Selection of a Dimensionality Reduction Method: An Application to Deal with High-Dimensional Geostatistical Realizations in Oil Reservoirs", SPE Reservoir Evaluation & Engineering, v. 1, pp. 1-19, Outubro, 2022.
22. MALEKI, M.; CIRNE, M. V. M.; SCHIOZER, D. J.; DAVOLIO, A.; ROCHA, A. R. "A Machine-Learning Framework to Estimate Saturation Changes From 4D Seismic Data Using Reservoir Models", Geophysical Prospecting, v. 70, nº 8, pp. 1388-1409, Outubro, 2022.
23. ROSA, D. R.; SCHIOZER, D. J.; DAVOLIO, A. "Impact of Model and Data Resolutions in 4D Seismic Data Assimilation Applied to an Offshore Reservoir in Brazil", Journal of Petroleum Science and Engineering, v. 216, pp. 1-16, Setembro, 2022.
24. VICTORINO, I. R. S.; HOHENDORFF FILHO, J. C. V.; CASTRO, M. S.; SCHIOZER, D. J. "Impact of Integration of the Production Systems and Reservoir of a Benchmark Based on Carbonate Fields", Journal of Energy Resources Technology, v. 144, nº 1-15, pp. 9, Setembro, 2022.
25. BOTECHIA, V. E.; SCHIOZER, D. J. "Model-based Life Cycle Control of ICVs in Injectors in a Benchmark Analogous to a Pre-Salt Field", Journal of Petroleum Science and Engineering, v. 215, pp. 1-15, Agosto, 2022.
26. VAZ, R. G.; HOHENDORFF FILHO, J. C. V.; BOTECHIA, V. E.; SCHIOZER, D. J. "Modeling Subsea Gas-Liquid Separation using Proxy for Phase Separation for Pre-Salt Reservoirs with High GOR", Journal of Petroleum Science and Engineering, v. 212, pp. 1-6, Maio, 2022.
27. ROSA, D. R.; SCHIOZER, D. J.; DAVOLIO, A. "Enhancing Vertical Resolution with 4D Seismic Inversion", Journal of Petroleum Science and Engineering, v. 212, pp. 1-12, Maio, 2022.
28. SANTOS, A.; SCANAVINI, H. F. A.; PEDRINI, H.; SCHIOZER, D. J.; MUNERATO, F. P.; BARRETO, C. E. A. G. "An Artificial Intelligence Method for Improving Upscaling in Complex Reservoirs", Journal of Petroleum Science and Engineering, v. 211, pp. 1-11, Abril, 2022.
29. MELLO, S. F.; AVANSI, G. D.; RIOS, V. S.; SCHIOZER, D. J. "Computational Time Reduction of Compositional Reservoir Simulation Model with WAG Injection and Gas Recycle Scheme through Numerical Tuning of Submodels", Brazilian Journal of Petroleum and Gas, v. 16, nº 1, pp. 33-48, Março, 2022.
30. SANTOS, J. M. C.; ROSA, D. R.; SCHIOZER, D. J.; DAVOLIO, A. "Fast Diagnosis of Reservoir Simulation Models Based on 4D Seismic Similarity Indicators", Journal of Petroleum Science and Engineering, v. 210, pp. 1-14, Março, 2022.
31. WERNECK, R; PRATES, R.; MOURA, R.; GONCALVES, M. M.; CASTRO, M.; VARGAS, A. S.; MENDES JUNIOR, P. R.; HOSSAIN, M.; ZAMPIERI, M. F.; FERREIRA, A. M.; DAVOLIO, A.; SCHIOZER, D. J.; ROCHA, A. R. "Data-Driven Deep-Learning Forecasting for Oil Production and Pressure", Journal of Petroleum Science and Engineering, v. 210, pp. 1-16, Março, 2022.
32. DANAEI, S.; SILVA NETO, G. M.; SCHIOZER, D. J.; DAVOLIO, A. "Substituting Petro-elastic Model with a New Proxy to Assimilate Time-lapse Seismic Data Considering Model Errors", Journal of Petroleum Science and Engineering, v. 210, pp. 1-18, Março, 2022.
33. GASPAR, A. T. F. S.; SANTOS, S. M. G.; FERREIRA, C. J.; DAVOLIO, A.; SCHIOZER, D. J. "Estimation of the Chance of Success of a Four-Dimensional Seismic Project for a Developed Oil Field", Computational Geosciences, v. 146, nº 473-486, pp. 2, Fevereiro, 2022.
34. HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Integrated Optimization of Multiple Reservoirs in Shared Production Systems", International Journal of Oil, Gas and Coal Technology, v. 30, nº 2, pp. 109-129, Fevereiro, 2022.
35. MAHJOUR, S.K.; SILVA, L. O. M.; MEIRA, L. A. A.; COELHO, G. P.; SANTOS, A. A. S.; SCHIOZER, D. J. "Evaluation of Unsupervised Machine Learning Frameworks to Select Representative Geological Realizations for Uncertainty Quantification", Journal of Petroleum Science and Engineering, v. 209, pp. 1-15, Fevereiro, 2022.
36. MASCHIO, C.; AVANSI, G. D.; SILVA, F. B. M.; SCHIOZER, D. J. "Data Assimilation for Uncertainty Reduction Using Different Fidelity Numerical Models", Journal of Petroleum Science and Engineering, v. 209, pp. 1-18, Fevereiro, 2022.
37. LOPES, J. A. G.; MEDEIROS, W. E.; LA BRUNA, V.; LIMA, A.; BEZERRA, F. H. R.; SCHIOZER, D. J. "Advancements Towards DFKN Modelling: Incorporating Fracture Enlargement Resulting from Karstic Dissolution in Discrete Fracture Networks", Journal of Petroleum Science and Engineering, v. 209, pp. 1-18, Fevereiro, 2022.
38. PEREIRA, F. G. A.; BOTECHIA, V. E.; SCHIOZER, D. J. "Model-based Optimization of Cycles of CO2 Water-Alternating-Gas (CO2-WAG) Injection in Carbonate Reservoir", Brazilian Journal of Petroleum and Gas, v. 15, nº 139-149, pp. 4, Janeiro, 2022.
39. BERTINI JUNIOR, J. R.; BATISTA FILHO, S. F.; FUNCIA, M. A.; SILVA, L. O. M.; SANTOS, A. A. S.; SCHIOZER, D. J . "A Comparison of Machine Learning Surrogate Models for Net Present Value Prediction from Well Placement Binary Data", Journal of Petroleum Science and Engineering, v. 208, pp. 1-11, Janeiro, 2022.
40. ROLLMANN, K.; VARGAS, A. S.; CIRNE, M.; DAVOLIO, A.; SCHIOZER, D. J.; ROCHA, A. R. "A Three-Way Convolutional Network to Compare 4D Seismic Data and Reservoir Simulation Models in Different Domains", Journal of Petroleum Science and Engineering, v. 208, pp. 1-12, Janeiro, 2022.
41. LOOMBA, A. K.; BOTECHIA, V. E.; SCHIOZER, D. J. "A Comparative Study to Accelerate Field Development Plan Optimization", Journal of Petroleum Science and Engineering, v. 208, pp. 1-14, Janeiro, 2022.
42. SILVA NETO, G. M.; DAVOLIO, A.; SCHIOZER, D. J. "Assimilating Time-Lapse Seismic Data in the Presence of Significant Spatially Correlated Model Errors", Journal of Petroleum Science and Engineering, v. 207, pp. 1-19, Dezembro, 2021.
43. MASCHIO, C.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Methodology for Data Assimilation in Reservoir and Production System to Improve Short- and Medium-Term Forecast", Journal of Petroleum Science and Engineering, v. 207, pp. 1-21, Dezembro, 2021.
44. VARGAS, A. S.; WERNECK, R.; MOURA, R.; MENDES, P.; PRATES, R.; CASTRO, M.; GONCALVES, M. M.; HOSSAIN, M.; ZAMPIERI, M. F.; FERREIRA, A.; DAVOLIO, A.; HAMANN, B.; SCHIOZER, D. J.; ROCHA, A. R. "A Visual Analytics Approach to Anomaly Detection in Hydrocarbon Reservoir Time Series Data", Journal of Petroleum Science and Engineering, v. 206, pp. 1-15, Novembro, 2021.
45. LOPES, M.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "The Effect of Dynamic Data Adjustments in Production System Simulation Models on Oil Production Forecasting Applied To Reservoir Simulation Models", Journal of Petroleum Science and Technology, v. 11, nº 17-28, pp. 1, Outubro, 2021.
46. OLIVEIRA, L. F. L.; BOTECHIA, V. E.; SCHIOZER, D. J.; FARIA, M. L. R.; DELSHAD, M. "Application of Polymer Flooding in the Revitalization of a Mature Heavy Oil Field", Journal of Petroleum Science and Engineering, v. 204, pp. 1-10, Setembro, 2021.
47. CAVALCANTE, C. C. B.; SOUZA, C. C.; MASCHIO, C.; ROCHA, A. R.; SCHIOZER, D. J. "A Learning-from-data Approach with Soft Clustering and Path Relinking to the History-Matching Problem", Journal of Petroleum Exploration and Production Technology, v. 11, nº 7, pp. 3045-3077, Julho, 2021.
48. MAHJOUR, S. K.; SANTOS, A. A. S.; CORREIA, M. G.; SCHIOZER, D. J. "Scenario Reduction Methodologies for Field Development Purposes: Distance-based Clustering with Simple Matching Coefficient Method and Metaheuristic Algorithm", Journal of Petroleum Exploration and Production Technology, v. 138, nº 5, pp. 416-440, Junho, 2021.
49. PAIAMAN, A. M.; SANTOS, S. M. G.; SCHIOZER, D. J. "A Review on Closed-Loop Field Development and Management", Journal of Petroleum Science and Engineering, v. 201, pp. 1-23, Junho, 2021.
50. MALEKI, M.; DANAEI, S.; SILVA, F. B. M.; DAVOLIO, A.; SCHIOZER, D. J. "Step-Wise Uncertainty Reduction in Time-Lapse Seismic Interpretation using Multi-Attribute Analysis", Petroleum Geoscience, v. 27, nº 3, pp. 1-14, Maio, 2021.
51. BOTECHIA, V. E.; LEMOS, R. A.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Well and ICV Management in a Carbonate Reservoir with High Gas Content", Journal of Petroleum Science and Engineering, v. 200, pp. 1-12, Maio, 2021.
52. VICTORINO, I. R. S.; HOHENDORFF FILHO, J. C. V.; CASTRO, M. S.; SCHIOZER, D. J. "Definition of an Oilfield Production Strategy through Integrated Simulation of Manifolded Production System and Reservoir", International Journal of Oil, Gas and Coal Technology, v. 28, nº 4, pp. 387-420, Abril, 2021.
53. ROLLMANN, K.; VARGAS, A. S.; ALMEIDA, F. L.; DAVOLIO, A.; SCHIOZER, D. J.; ROCHA, A. R. "Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models", IEEE Transactions on Systems, Man and Cybernetics: Systems, pp. 1-14, Março, 2021.
54. RIOS, V. S.; SANTOS, L. O. S.; SCHIOZER, D. J. "Improving Coarse-Scale Simulation Models with a Dual-Porosity Dual-Permeability Upscaling Technique and a Near-Well Approach", Journal of Petroleum Science and Engineering, v. 198, pp. 1-17, Março, 2021.
55. SILVA NETO, G. M.; SOARES, R.V.; EVENSEN, G.; DAVOLIO, A.; SCHIOZER, D. J. "Subspace Ensemble Randomized Maximum Likelihood with Local Analysis for Time-Lapse Seismic Data Assimilation", SPE Journal, v. 1, pp. 1-21, Fevereiro, 2021.
56. LOOMBA, A. K.; BOTECHIA, V. E.; SCHIOZER, D. J. "Application of Risk-Informed Closed-Loop Field Development Workflow to Elucidate the Evolution of Uncertainties", Journal of Petroleum Science and Engineering, v. 197, pp. 1-20, Fevereiro, 2021.
57. SANTOS, S. M. G.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Information, Robustness, and Flexibility to Manage Uncertainties in Petroleum Field Development", Journal of Petroleum Science and Engineering, v. 196, pp. 1-18, Janeiro, 2021.
58. BARRETO, C. E. A. G.; AVANSI, G. D.; SCHIOZER, D. J. "Sector Modeling Using Iterative Boundary Pressure Estimation", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 43, pp. 1-13, Janeiro, 2021.
59. PINTO, M. A. S.; MELLO, S. F.; SCHIOZER, D. J. Impact of Physical Phenomena and Cyclical Reinjection in CO2-WAG Recovery in Carbonate Reservoirs, Journal of Petroleum Exploration and Production Technology, v. 10, nº 8, pp. 3865–3881, Dezembro, 2020.
60. VARGAS, A. S.; ROLLMANN, K.; ALMEIDA, F. L.; DAVOLIO, A.; HAMANN, B.; SCHIOZER, D. J.; ROCHA, A. R . "A Synthetic Case Study of Measuring the Misfit between 4D Seismic Data and Numerical Reservoir Simulation Models through the Momenta Tree", Computers & Geosciences, v. 145, pp. 1-15, Dezembro, 2020.
61. RIOS, V. S.; AVANSI, G. D.; SCHIOZER, D. J. "Practical Workflow to Improve Numerical Performance in Time-Consuming Reservoir Simulation Models using Submodels and Shorter Period of Time", Journal of Petroleum Science and Engineering, v. 195, pp. 1-12, Dezembro, 2020.
62. ROSA, D. R.; SANTOS, J. M. C.; SOUZA, R. M.; GRANA, D.; SCHIOZER, D. J.; DAVOLIO, A.; WANG, Y. "Comparison of Different Seismic Inversion Approaches for Time-Lapse Interpretation", Journal of Geophysics and Engineering, v. 9, nº 4, pp. 21-31, Novembro, 2020.
63. SILVA, L. M.; AVANSI, G. D.; SCHIOZER, D. J. "Support Vector Regression for Petroleum Reservoir Production Forecast Considering Geostatistical Realizations", SPE Reservoir Evaluation & Engineering, v. 23, nº 04, pp. 1343-1357, Novembro, 2020.
64. DANAEI, S.; SILVA NETO, G. M.; SCHIOZER, D. J.; DAVOLIO, A. "Using Petro-elastic Proxy Model to Integrate 4D Seismic in Ensemble Based Data Assimilation", Journal of Petroleum Science and Engineering, v. 194, pp. 1-21, Novembro, 2020.
65. SILVA NETO, G. M.; RIOS, V.S.; DAVOLIO, A.; SCHIOZER, D. J. "Improving Fluid Modeling Representation for Seismic Data Assimilation in Compositional Reservoir Simulation", Journal of Petroleum Science and Engineering, v. 194, pp. 1-18, Novembro, 2020.
66. SILVA, L. M.; AVANSI, G. D.; SCHIOZER, D. J. "Development of Proxy Models for Petroleum Reservoir Simulation: A Systematic Literature Review and State-of-the-Art", International Journal of Advanced Engineering Research and Science, v. 7, nº 10, pp. 36-62, Outubro, 2020.
67. HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Influence of Well Management in the Development of Multiple Reservoir Sharing Production Facilities", Oil & Gas Science and Technology, v. 75, nº 3, pp. 70-81, Outubro, 2020.
68. CAVALCANTE, C. C. B.; MASCHIO, C.; SCHIOZER, D. J.; ROCHA, A. R. "A Stochastic Learning-from-data Approach to the History-Matching Problem", Engineering Applications of Artificial Intelligence , v. 94, pp. 1-25, Setembro, 2020.
69. FERREIRA, C. J.; VERNON, I.; CAIADO, C. C.; FORMENTIN, H. N.; AVANSI, G. D.; GOLDSTEIN, M.; SCHIOZER, D. J. "Efficient Selection of Reservoir Model Outputs within an Emulation Based Iterative Uncertainty Analysis", SPE Journal, v. 25, nº 4, pp. 1-24, Agosto, 2020.
70. SILVA, E. P. A.; DAVOLIO, A.; SANTOS, M. S.; SCHIOZER, D. J. "4D Petro-Elastic Modeling Based on a Pre-Salt Well", Interpretation, v. 8, nº 3, pp. 639-649, Agosto, 2020.
71. RIOS, V. S.; SANTOS, L. O. S.; SCHIOZER, D. J. "Upscaling Technique for Highly Heterogeneous Reservoirs Based on Flow and Storage Capacity and Lorenz Coefficient", SPE Journal, v. 25, nº 4, pp. 1-19, Agosto, 2020.
72. MAHJOUR, S. K.; SANTOS, A. A. S.; CORREIA, M. G.; SCHIOZER, D. J. "Developing a Workflow to Select Representative Reservoir Models Combining Distance Based Clustering and Data Assimilation for Decision Making Process", Journal of Petroleum Science and Engineering, v. 190, pp. 1-20, Julho, 2020.
73. SILVA NETO, G. M.; DAVOLIO, A.; SCHIOZER, D. J. "3D Seismic Data Assimilation Considering Model Errors", Journal of Petroleum Science and Engineering, v. 189, pp. 1-12, Junho, 2020.
74. ALMEIDA, F. L.; DAVOLIO, A.; SCHIOZER, D. J. "Reducing Uncertainties of Reservoir Properties in an Automatized Process Coupled with Geological Modeling Considering Scalar and Spatial Uncertain Attributes", Journal of Petroleum Science and Engineering, v. 189, pp. 1-12, Junho, 2020.
75. MAHJOUR, S. K.; CORREIA, M. G.; SANTOS, A. A. S.; SCHIOZER, D. J. "Using an Integrated Multidimensional Scaling and Clustering Method to Reduce the Number of Scenarios Based on Flow Unit Models with Geological Uncertainties", Journal of Energy Resources Technology, v. 142, nº 6, pp. 1-13, Junho, 2020.
76. SOARES, R. V.; MASCHIO, C.; SCHIOZER, D. J. "Assessing the Influence of Key Parameters on an Iterative Ensemble-based Method", International Journal of Oil, Gas and Coal Technology, v. 25, nº 4, pp. 438-475, Maio, 2020.
77. GURJAO, K. G. R.; GILDIN, E.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Oscillation Mitigation in Subsurface and Surface Couplings Using PID Controllers", Journal of Petroleum Science and Engineering, v. 188, pp. 1-14, Maio, 2020.
78. CORREIA, M. G.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Multiscale Integration for Karst Reservoir Flow Simulation Models", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 23, nº 2, pp. 518-534, Maio, 2020.
79. ALMEIDA, F. L.; DAVOLIO, A.; SCHIOZER, D. J. "Systematic Approach to Reduce Uncertainties Assimilating 4D Seismic and Well Data Quantitatively", SPE Reservoir Evaluation & Engineering, v. 23, nº 1, pp. 13-29, Fevereiro, 2020.
80. MEIRA, L. A. A.; COELHO, G. P.; SILVA, C. G.; ABREU, J. L. A.; SANTOS, A. A. S.; SCHIOZER, D. J. "Improving Representativeness in a Scenario Reduction Process to aid Decision Making in Petroleum Fields", Journal of Petroleum Science and Engineering, v. 184, pp. 1-19, Janeiro, 2020.
81. SOARES, R. V.; FORMENTIN, H. N.; MASCHIO, C.; SCHIOZER, D. J. "Evaluating the Impact of Petrophysical Images Parameterization in Data Assimilation for Uncertainty Reduction", Brazilian Journal of Petroleum and Gas, v. 13, nº 4, pp. 249-263, Dezembro, 2019.
82. SOARES, R. V.; MASCHIO, C.; SCHIOZER, D. J. "A Novel Localization Scheme for Scalar Uncertainties in Ensemble-based History-Matching Methods", Journal of Petroleum Exploration and Production Technology, v. 9, nº 4, pp. 2497–2510, Dezembro, 2019.
83. CORREIA, M. G.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Development of a Special Connection Fracture Model for Reservoir Simulation of Fractured Reservoirs", Journal of Petroleum Science and Engineering, v. 183, pp. 1-19, Dezembro, 2019.
84. MASCHIO, C.; SCHIOZER, D. J. "A New Parameterization Method for Data Assimilation and Uncertainty Assessment for Complex Laminated Reservoir Models Based on Cumulative Distribution Function", Journal of Petroleum Science and Engineering, v. 183, pp. 1-18, Dezembro, 2019.
85. VICTORINO, I. R. S.; HOHENDORFF FILHO, J. C. V.; CASTRO, M. S.; SCHIOZER, D. J. "Analysis of the Production of a Pre-Salt Based Carbonate Reservoir Through Integrated Simulation of Reservoir and Production System", International Journal of Petroleum Engineering, nº 3, Outubro, 2019.
86. CAVALCANTE, C. C. B.; MASCHIO, C.; SANTOS, A. A. S.; SCHIOZER, D. J.; ROCHA, A. R. "A Continuous Learning Algorithm for History Matching", Engineering Applications of Artificial Intelligence , v. 85, pp. 543-568, Outubro, 2019.
87. MASCHIO, C.; SCHIOZER, D. J. "Integration of Geostatistical Realizations in Data Assimilation and Reduction of Uncertainty Process Using Genetic Algorithm Combined with Multi-Start Simulated Annealing", Oil & Gas Science and Technology, v. 74, pp. 1-18, Setembro, 2019.
88. BOTECHIA, V. E.; BARRETO, C. E. A. G.; OLIVEIRA, L. F. L.; SCHIOZER, D. J. "Evaluation of Alternate Water-Polymer Injection Parameters Using Numerical Simulation", Brazilian Journal of Petroleum and Gas, v. 13, nº 2, pp. 93-102, Junho, 2019.
89. SCHIOZER, D. J.; SANTOS, A. A. S.; SANTOS, S. M. G.; HOHENDORFF FILHO, J. C. V. "Model-Based Decision Analysis Applied to Petroleum Field Development and Management", Oil & Gas Science and Technology, v. 74, pp. 1-20, Maio, 2019.
90. PINTO, M. A. S.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Optimisation of Well Rates under Production Constraints", International Journal of Oil, Gas and Coal Technology, v. 21, nº 2, pp. 131-148, Maio, 2019.
91. CORREIA, G. F. G.; SCHIOZER, D. J. "Using Pilot Wells to Integrate Geological Modeling and History Matching: Applied to the Norne Benchmark Case", Petroleum Geoscience, v. 25, nº 2, pp. 188-206, Maio, 2019.
92. COSTA, L. A. N.; MASCHIO, C.; SCHIOZER, D. J. "Evaluation of an Uncertainty Reduction Methodology based on Iterative Sensitivity Analysis Applied to Naturally Fractured Reservoirs", Oil & Gas Science and Technology, v. 74, pp. 1-17, Abril, 2019.
93. RIOS, V. S.; SANTOS, L. O. S.; SCHIOZER, D. J.; QUADROS, F. B. "New Upscaling Technique for Compositional Reservoir Simulations of Miscible Gas Injection", Journal of Petroleum Science and Engineering, v. 175, pp. 389-406, Abril, 2019.
94. MAHJOUR, S. K.; CORREIA, M. G.; SANTOS, A. A. S.; SCHIOZER, D. J. "Developing a Workflow to Represent Fractured Carbonate Reservoirs for Simulation Models Under Uncertainties Based on Flow Unit Concept", Oil & Gas Science and Technology, v. 74, nº 1-16, Fevereiro, 2019.
95. FORMENTIN, H. N.; ALMEIDA, F. L.; AVANSI, G. D.; MASCHIO, C.; SCHIOZER, D. J.; CAIADO, C.; VERNON, I.; GOLDSTEIN, M. "Gaining More Understanding About Reservoir Behavior Through Assimilation of Breakthrough Time and Productivity Deviation in the History Matching Process", Journal of Petroleum Science and Engineering, v. 173, pp. 1080-1096, Fevereiro, 2019.
96. AVANSI, G. D.; RIOS, V. S.; SCHIOZER, D. J. "Numerical Tuning in Reservoir Simulation: It is Worth the Effort in Practical Petroleum Applications", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 41, nº 1, pp. 1-21, Janeiro, 2019.
97. MALEKI, M.; DAVOLIO, A.; SCHIOZER, D. J. "Quantitative Integration of 3D and 4D Seismic Impedance Into Reservoir Simulation Model Updating in the Norne Field", Geophysical Prospecting, v. 67, nº 1, pp. 167-187, Janeiro, 2019.
98. OLIVEIRA, G. S.; MASCHIO, C.; SCHIOZER, D. J. "A New Approach with Multiple Realizations for Image Perturbation using Co-Simulation and Probability Perturbation Method", Oil & Gas Science and Technology, v. 73, pp. 1-16, Dezembro, 2018.
99. SANTOS, S. M. G.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Managing Reservoir Uncertainty in Petroleum Field Development: Defining a Flexible Production Strategy from a Set of Rigid Candidate Strategies", Journal of Petroleum Science and Engineering, v. 171, pp. 516-528, Dezembro, 2018.
100. BOTECHIA, V. E.; SANTOS, D. R.; BARRETO, C. E. A. G.; GASPAR, A. T. F. S.; SANTOS, S. M. G.; SCHIOZER, D. J. "Estimating the Chance of Success of a 4D Seismic Project for the Norne Benchmark Case", Oil & Gas Science and Technology, v. 73, pp. 1-14, Novembro, 2018.
101. HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Effect of Reservoir and Production System Integration on Field Production Strategy Selection", Oil & Gas Science and Technology, v. 73, pp. 1-15, Outubro, 2018.
102. MALEKI, M.; DAVOLIO, A.; SCHIOZER, D. J. "Qualitative Time-lapse Seismic Interpretation of the Norne Field to Assess the Challenges of 4D Seismic Attributes", Leading Edge, v. 37, nº 10, pp. 754-762, Outubro, 2018.
103. COSTA, L. A. N.; MASCHIO, C.; SCHIOZER, D. J. "A New Methodology to Reduce Uncertainty of Global Attributes in Naturally Fractured Reservoirs", Oil & Gas Science and Technology, v. 73, pp. 1-16, Outubro, 2018.
104. MASCHIO, C.; SCHIOZER, D. J. "A New Methodology for History Matching Combining Iterative Discrete Latin Hypercube with Multi-Start Simulated Annealing", Journal of Petroleum Science and Engineering, v. 169, pp. 560-577, Outubro, 2018.
105. SOARES, R. V.; MASCHIO, C.; SCHIOZER, D. J. "Applying a Localization Technique to Kalman Gain and Assessing the Influence on the Variability of Models in History Matching", Journal of Petroleum Science and Engineering, v. 169, pp. 110-125, Outubro, 2018.
106. VICTORINO, I. R. S.; HOHENDORFF FILHO, J. C. V.; CASTRO, M. S.; MELLO, S. F.; SCHIOZER, D. J. "Influence of Well and Gathering Systems Parameters on Integrated Petroleum Reservoir and Production System Simulations", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 40, nº 9, pp. 1-21, Setembro, 2018.
107. SOUZA, R. M.; LUMLEY, D.; SHRAGGE, J.; DAVOLIO, A.; SCHIOZER, D. J. "Analysis of Time-Lapse Seismic and Production Data for Reservoir Model Classification and Assessment", Journal of Geophysics and Engineering, v. 15, nº 4, pp. 1561-1587, Agosto, 2018.
108. SANTOS, J. M. C.; DAVOLIO, A.; SCHIOZER, D. J.; MACBETH, C. "Semiquantitative 4D Seismic Interpretation Integrated with Reservoir Simulation: Application to the Norne Field", Interpretation, v. 6, nº 3, pp. T601-T611, Agosto, 2018.
109. MALEKI, M.; DAVOLIO, A.; SCHIOZER, D. J. "Using Simulation and Production Data to Resolve Ambiguity in Interpreting 4D Seismic Inverted Impedance in the Norne Field", Petroleum Geoscience, v. 24, pp. 335-347, Agosto, 2018.
110. BOTECHIA, V. E.; GASPAR, A. T. F. S.; DAVOLIO, A.; AVANSI, G. D.; SCHIOZER, D. J. "Investigation of Production Forecast Biases of Simulation Models in a Benchmark Case", Oil & Gas Science and Technology, v. 73, pp. 1-12, Julho, 2018.
111. MORENO, R. A. H.; AVANSI, G. D.; SCHIOZER, D. J.; VERNON, I.; GOLDSTEIN, M.; CAIADO, C. "Emulation of Reservoir Production Forecast Considering Variation in Petrophysical Properties", Journal of Petroleum Science and Engineering, v. 165, pp. 711-725, Junho, 2018.
112. CORREIA, M. G.; SCHIOZER, D. J. "Scaling Up Highly Permeable Thin Layers into Flow Simulation", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 21, nº 2, pp. 503-520, Maio, 2018.
113. MASCHIO, C.; SCHIOZER, D. J. "A New Methodology for Bayesian History Matching Using Parallel Interacting Markov Chain Monte Carlo", Inverse Problems in Science & Engineering, v. 26, nº 4, pp. 498-529, Abril, 2018.
114. OLIVEIRA, L. F. L.; BOTECHIA, V. E.; CORREIA, M. G.; SCHIOZER, D. J.; DELSHAD, M. "Influence of Polymer Properties on Selection of Production Strategy for Heavy Oil Fields", Journal of Petroleum Science and Engineering, v. 163, pp. 110-118, Abril, 2018.
115. SANTOS, S. M. G.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Comparison of Risk Analysis Methodologies in a Geostatistical Context: Monte Carlo with Joint Proxy Models and Discretized Latin Hypercube", International Journal for Uncertainty Quantification, v. 8, nº 1, pp. 23-41, Março, 2018.
116. HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Correcting Inflow Performance Relationship Curves for Explicitly Coupling Reservoir Simulations and Production Systems Simulations", Journal of Energy Resources Technology, v. 140, nº 3, pp. 0320061-03200610, Março, 2018.
117. CORREIA, M. G.; MASCHIO, C.; SCHIOZER, D. J. "Flow Simulation Using Local Grid Refinements to Model Laminated Reservoirs", Oil & Gas Science and Technology, v. 73, pp. 1-14, Fevereiro, 2018.
118. DAVOLIO, A.; SCHIOZER, D. J. "Probabilistic Seismic History Matching using Binary Images", Journal of Geophysics and Engineering, v. 15, nº 1, pp. 261-274, Janeiro, 2018.
119. MELLO, S. F.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Combining Mixed-Composition Petroleum Streams Using Proxy Models Of Equation of State for Compositional Integrated Production Management", Brazilian Journal of Petroleum and Gas, v. 11, nº 4, pp. 205-226, Dezembro, 2017.
120. BOTECHIA, V. E.; SCHIOZER, D. J. "Use of Control Variables to Improve the Performance of Water and Polymer Flooding Strategies", Brazilian Journal of Petroleum and Gas, v. 11, nº 4, pp. 197-204, Dezembro, 2017.
121. OLIVEIRA, L. F. L.; BOTECHIA, V. E.; SCHIOZER, D. J.; DELSHAD, M. "Optimization for Drilling Schedule of Wells in the Development of Heavy Oil Reservoirs", Brazilian Journal of Petroleum and Gas, v. 11, nº 3, pp. 165-173, Outubro, 2017.
122. SANTOS, S. M. G.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Value of Information in Reservoir Development Projects: Technical Indicators to Prioritize Uncertainties and Information Sources", Journal of Petroleum Science and Engineering, v. 157, pp. 1179-1191, Agosto, 2017.
123. BOTECHIA, V. E.; CORREIA, M. G.; SCHIOZER, D. J. "A Model-based DecisionAnalysis comparing Water and Polymer Flooding in the Development of a Heavy Oil Field", Journal of Petroleum Science and Engineering, v. 157, pp. 917-929, Agosto, 2017.
124. MOROSOV, A. L.; SCHIOZER, D. J. "Field Development Process Revealing Uncertainty Assessment Pitfalls", SPE Reservoir Evaluation & Engineering-Reservoir Engineering, v. 20 (3), pp. 765-778, Agosto, 2017.
125. SANTOS, S. M. G.; BOTECHIA, V. E.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Expected Value, Downside Risk and Upside Potential as Decision Criteria in Production Strategy Selection for Petroleum Field Development", Journal of Petroleum Science and Engineering, v. 157, pp. 81-93, Agosto, 2017.
126. OLIVEIRA, G. S.; SOARES, A. O.; SCHIOZER, D. J.; MASCHIO, C. "Reducing Uncertainty in Reservoir Parameters Combining History Matching and Conditioned Geostatistical Realizations", Journal of Petroleum Science and Engineering, v. 156, pp. 75-90, Julho, 2017.
127. CAVALCANTE, C. C. B.; MASCHIO, C.; SANTOS, A. A. S.; SCHIOZER, D. J.; ROCHA, A. R. "History Matching through Dynamic Decision-Making", PLoS ONE, v. 12, pp. 1-32, Junho, 2017.
128. REGO, F. B.; BOTECHIA, V. E.; SCHIOZER, D. J. "Heavy Oil Recovery by Polymer Flooding and Hot Water Injection Using Numerical Simulation", Journal of Petroleum Science and Engineering, v. 153, pp. 187-196, Maio, 2017.
129. OLIVEIRA, G. S.; SCHIOZER, D. J.; MASCHIO, C. "History Matching by Integrating Regional Multi-Property Image Perturbation Methods with a Multivariate Sensitivity Analysis", Journal of Petroleum Science and Engineering, v. 153, pp. 111-122, Maio, 2017.
130. SILVA, M. I. O.; SANTOS, A. A. S.; SCHIOZER, D. J.; NEUFVILLE, R. "Methodology to Estimate the Value of Flexibility under Endogenous and Exogenous Uncertainties", Journal of Petroleum Science and Engineering, v. 151, pp. 235-247, Março, 2017.
131. SANTOS, S. M. G.; GASPAR, A. T. F. S.; SCHIOZER, D. J. "Risk Management in Petroleum Development Projects: Technical and Economic Indicators to Define a Robust Production Strategy", Journal of Petroleum Science and Engineering, v. 151, pp. 116-127, Março, 2017.
132. SCHIOZER, D. J.; AVANSI, G. D.; SANTOS, A. A. S. "Risk Quantification Combining Geostatistical Realizations and Discretized Latin Hypercube", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 39, nº 2, pp. 575-587, Fevereiro, 2017.
133. CORREIA, M. G.; MASCHIO, C.; SCHIOZER, D. J. "Development of Complex Layered and Fractured Reservoir Models for Reservoir Simulation", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 39, nº 1, pp. 219-233, Janeiro, 2017.
134. HOHENDORFF FILHO, J. C. V.; MASCHIO, C.; SCHIOZER, D. J. "Production Strategy Optimization Based on Iterative Discrete Latin Hypercube", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 38, pp. 2473–2480, Dezembro, 2016.
135. MASCHIO, C.; SCHIOZER, D. J. "Probabilistic History Matching using Discrete Latin Hypercube Sampling and Nonparametric Density Estimation", Journal of Petroleum Science and Engineering, v. 147, pp. 98-115, Novembro, 2016.
136. LAMAS, L. F. O.; SCHIOZER, D. J.; DELSHAD, M. "Impacts of Polymer Properties on Field Indicators of Reservoir Development Projects", Journal of Petroleum Science and Engineering, v. 147, pp. 346-355, Novembro, 2016.
137. AVANSI, G. D.; MASCHIO, C.; SCHIOZER, D. J. "Simultaneous History Matching Approach Using Reservoir-Characterization and Reservoir-Simulation Studies", SPE Reservoir Evaluation & Engineering, v. 19, pp. 694-712, Novembro, 2016.
138. CORREIA, M. G.; MASCHIO, C.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "The Impact of Time-Dependent Matrix-Fracture Fluid Transfer in Upscaling Match Procedures", Journal of Petroleum Science and Engineering, v. 146, pp. 752-763, Outubro, 2016.
139. GASPAR, A. T. F. S.; BARRETO, C. E. A. G.; SCHIOZER, D. J. "Assisted Process for Design Optimization of Oil Exploitation Strategy", Journal of Petroleum Science and Engineering, v. 146, pp. 473-488, Outubro, 2016.
140. REGO, F. B.; BOTECHIA, V. E.; CORREIA, M. G.; SCHIOZER, D. J. "Quantifying the Impact of Grid Size to Compare Water and Polymer Flooding Strategies in a Highly Heterogeneous Offshore Field", Brazilian Journal of Petroleum and Gas, v. 10, pp. 63-76, Julho, 2016.
141. FERREIRA, C. J.; VERNON, I.; GOLDSTEIN, M.; SCHIOZER, D. J. "Use of the Emulator Methodology for Uncertainty Reduction Quantification", Journal of Petroleum Technology, v. 68, nº 7, pp. 63-64, Julho, 2016.
142. LAMAS, L. F. O.; SCHIOZER, D. J. "Comparison of Number and Position of Wells for Water and Polymer Flooding Projects", International Journal of Modeling and Simulation for the Petroleum Industry, v. 9, nº 2, pp. 33-40, Junho, 2016.
143. CORREIA, Gil Fernando Gomes; SCHIOZER, Denis José. "Reservoir Characterization using Electrofacies Analysis in the Sandstone Reservoir of the Norne Field (Offshore Norway)", Petroleum Geoscience, v. 22, pp. 165-176, Maio, 2016.
144. BERTOLINI, André Carlos; SCHIOZER, Denis José. "Principal Component Analysis for Reservoir Uncertainty Reduction", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 38, pp. 1345-1355, Abril, 2016.
145. MEIRA, Luís Augusto Angelotti; COELHO, Guilherme Palermo; SANTOS, Antonio Alberto de Souza dos; SCHIOZER, Denis José. "Selection of Representative Models for Decision Analysis Under Uncertainty", Computers & Geoscience, v. 88, pp. 67-82, Março, 2016.
146. PINTO, Márcio Augusto Sampaio; BARRETO, Carlos Eduardo Andrade Gomes; SCHIOZER, Denis José. "Assisted Optimization Method for Comparison between Conventional and Intelligent Producers Considering Uncertainties", Journal of Petroleum Science and Engineering, v. 133, pp. 268-279, Setembro, 2015.
147. PAZETTI, Bruno Albiero; DAVOLIO, Alessandra; SCHIOZER, Denis José. "The Impact of Rock and Fluid Uncertainties in the Estimation of Saturation and Pressure from a 4D Petro Elastic Inversion", Journal of Geophysics and Engineering, v. 12, pp. 686-701, Junho, 2015.
148. CORREIA, Manuel Gomes; MASCHIO, Célio, SCHIOZER, Denis José. "Integration of Multiscale Carbonate Reservoir Heterogeneities in Reservoir Simulation", Journal of Petroleum Science and Engineering, v. 131, pp. 34-50, Maio, 2015.
149. BERTOLINI, André Carlos; MASCHIO, Célio; SCHIOZER, Denis José. "A Methodology to Evaluate and Reduce Reservoir Uncertainties Using Multivariate Distribution", Journal of Petroleum Science and Engineering, v. 128, pp. 1-14, Abril, 2015.
150. GASPAR, Ana Teresa Ferreira da Silva; AVANSI, Guilherme Daniel; SANTOS, Antonio Alberto de Souza; HOHENDORFF FILHO, João Carlos von; SCHIOZER, Denis José. "UNISIM-I-D: Benchmark Studies for Oil Field Development and Production Strategy Selection", International Journal of Modeling and Simulation for the Petroleum Industry, v. 9, nº 1, pp. 21-30, Abril, 2015.
151. MUNOZ MAZO, Eduin Orlando; SCHIOZER, Denis José. "Numerical Simulation Analysis of the Water Injection with Fractured Propagation Pressure Process", International Journal of Modeling and Simulation for the Petroleum Industry, v. 9, nº 1, pp. 21-30, Abril, 2015.
152. AVANSI, Guilherme Daniel; SCHIOZER, Denis José. "UNISIM-I: Synthetic Model for Reservoir Development and Management Applications", International Journal of Modeling and Simulation for the Petroleum Industry, v. 9, nº 1, pp. 21-30, Abril, 2015.
153. MASCHIO, Célio; DAVOLIO, Alessandra; CORREIA, Manuel Gomes; SCHIOZER, Denis José. "A New Framework for Geostatistics-Based History Matching Using Genetic Algorithm with Adaptive Bounds", Journal of Petroleum Science and Engineering, v. 127, pp. 387-397, Fevereiro, 2015.
154. BARRETO, Carlos Eduardo Andrade Gomes; SCHIOZER, Denis José. "Optimal Placement Design of Inflow Control Valve using a Dynamic Optimization Process Based on Technical and Economic Indicators", Journal of Petroleum Science and Engineering, v. 125, pp. 117-127, Janeiro, 2015.
155. MASCHIO, Célio; SCHIOZER, Denis José. "A New Optimization Framework Using Genetic Algorithm and Artificial Neural Network to Reduce Uncertainties in Petroleum Reservoir Models", Engineering Optimization, v. 47, pp. 72-86, Janeiro, 2015.
156. COSTA, Luís Augusto; MASCHIO, Célio; SCHIOZER, Denis José. "Application of Artificial Neural Networks in a History Matching Process", Journal of Petroleum Science and Engineering, v. 123, pp. 30-45, Novembro, 2014.
157. MASCHIO, Célio; SCHIOZER, Denis José. "Bayesian History Matching using Artificial Neural Network and Markov Chain Monte Carlo", Journal of Petroleum Science and Engineering, v. 123, pp. 62-71, Novembro, 2014.
158. HOHENDORFF FILHO, João Carlos von; SCHIOZER, Denis José. "Evaluation of Explicit Coupling Between Reservoir Simulators and Production System", Journal of Energy Resources Technology, v. 136, pp. 1-24, Outubro, 2014.
159. DAVOLIO, Alessandra; MASCHIO, Célio; SCHIOZER, Denis José. "A Methodology to Calibrate Water Saturation Estimated from 4D Seismic Data", Journal of Geophysics and Engineering, v. 11, pp. 1-16, Setembro, 2014.
160. CORREIA, Manuel Gomes; MASCHIO, Célio; SCHIOZER, Denis José. "Upscaling Approach for Meso-Scale Heterogeneities in Naturally Fractured Carbonate Reservoirs", Journal of Petroleum Science and Engineering, v. 115, pp. 90-101, Janeiro, 2014.
161. MASCHIO, Célio; SCHIOZER, Denis José. "A Method for Reduction of Uncertainties in Reservoir Model Using Observed Data: Application to a Complex Case", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 36, pp. 901-918, Janeiro, 2014.
162. TEIXEIRA, Guilherme Nascimento Rodrigues; SCHIOZER, Denis José. "Integrated Production Modeling Allows Comparison of Subsea and Conventional Lift Technologies", World Oil, v. 234, pp. 1-9, Janeiro, 2013.
163. DAVOLIO, Alessandra; MASCHIO, Célio; SCHIOZER, Denis José. "A Methodology to Constrain Pressure and Saturation Estimation from 4D Seismic using Multiple Simulation Models and Observed Data", Journal of Petroleum Science and Engineering, v. 105, pp. 51-61, Janeiro, 2013.
164. MASCHIO, Célio; SCHIOZER, Denis José. "A New Procedure to Reduce Uncertainties in Reservoir Models using Statistical Inference and Observed Data", Journal of Petroleum Science and Engineering, v. 110, pp. 7-21, Janeiro, 2013.
165. DAVOLIO, Alessandra; MASCHIO, Célio; SCHIOZER, Denis José. "Pressure and Saturation Estimation from P and S Impedance: A Theoretical Study", Journal of Geophysics and Engineering, v. 9, pp. 447-460, Janeiro, 2012.
166. LIMA, Gabriel Alves da Costa; GASPAR, Ana Teresa Ferreira da Silva; SCHIOZER, Denis José. "Correlating the Returns of Oil-Producing Projects Realistically", Journal of Petroleum Technology, v. 64, nº 12, pp. 102-105, Janeiro, 2012.
167. BECERRA, Gustavo Gabriel; MASCHIO, Célio; SCHIOZER, Denis José. "Petroleum Reservoir Uncertainty Mitigation through the Integration with Production History Matching", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 33, nº 2, pp. 147-158, Janeiro, 2011.
168. BERTOLINI, André Carlos; SCHIOZER, Denis José. "Influence of the Objective Function in the History Matching Process", Journal of Petroleum Science and Engineering, v. 78, pp. 32-41, Janeiro, 2011.
169. RAVAGNANI, Ana Teresa Ferreira da Silva Gaspar; MAZO, Eduin Orlando Muñoz; SCHIOZER, Denis José. "A Case Study of the Structure of the Process for Production Strategy Selection", International Journal of Modeling and Simulation for the Petroleum Industry, v. 4, pp. 9-15, Janeiro, 2011.
170. MORENO, Rosangela Barros Zanoni Lopes; SANTOS, Ronaldo Gonçalves; OKABE, Clarissa; SCHIOZER, Denis José; TREVISAN, Osvair Vidal; BONET, Euclides José; IATCHUK, Sérgio de Pádua. "Comparison of Residual Oil Saturation for Water and Supercritical CO2 Flooding in a Long Core, with live Oil at Reservoir Conditions", Journal of Porous Media, v. 14, nº 8, pp. 699-708, Janeiro, 2011.
171. RISSO, Fernanda Vaz Alves; RISSO, Valmir Francisco; SCHIOZER, Denis José. "Risk Analysis of Petroleum Fields Using Latin Hypercube, Monte Carlo and Derivative tree Techniques", Journal of Petroleum and Gas Exploration Research, v. 01, pp. 14-21, Janeiro, 2011.
172. MASCHIO, Célio; CARVALHO, Cássio Pettan Viegas; SCHIOZER, Denis José. "A New Methodology to Reduce Uncertainties in Reservoir Simulation Models Using Observed Data and Sampling Techniques", Journal of Petroleum Science and Engineering, v. 72, pp. 110-119, Janeiro, 2010.
173. HAYASHI, Suzana Hisako Deguchi; LIGERO, Eliana Luci; SCHIOZER, Denis José. "Risk Mitigation in Petroleum Field Development by Modular Implantation", Journal of Petroleum Science and Engineering, v. 75, pp. 105-113, Janeiro, 2010.
174. BERALDO, Valcir Tadeu; BLUNT, Martin James; SCHIOZER, Denis José. "Compressible Streamline-Based Simulation With Changes in Oil Composition", SPE Reservoir Evaluation & Engineering, v. 12, nº 6, pp. , Janeiro, 2009.
175. MASCHIO, Célio; SCHIOZER, Denis José; MOURA FILHO, Marco Antonio Bezerra; BECERRA, Gustavo Gabriel. "A Methodology to Reduce Uncertainty Constrained to Observed Data", Journal of Reservoir Evaluation and Engineering, v. 26, nº 1, pp. 167-180, Janeiro, 2009.
176. MASCHIO, Célio; VIDAL, Alexandre Campane; SCHIOZER, Denis José. "A Framework to Integrate History Matching and Geostatistical Modeling Using Genetic Algorithm and Direct Search Methods.", Journal of Petroleum Science and Engineering, v. 63, pp. 34-42, Janeiro, 2008.
177. SCHIOZER, Denis José; LIGERO, Eliana Luci; MASCHIO, Célio; RISSO, Fernanda Vaz Alves. "Risk Assessment of Petroleum Fields - Use of Numerical Simulation and Proxy Models", Petroleum Science and Technology, v. 26, pp. 1247-1266, Janeiro, 2008.
178. RISSO, Fernanda Vaz Alves; RISSO, Valmir Francisco; SCHIOZER, Denis José. "Risk Assessment of Oil Fields Using Proxy Models: A Case Study", Journal of Canadian Petroleum Technology, v. 47, pp. 9-14, Janeiro, 2008.
179. SILVA, Paulo Camargo; MASCHIO, Célio; SCHIOZER, Denis José. "Application of Neural Network and Global Optimization in History Matching", Journal of Canadian Petroleum Technology, v. 47, nº 11, pp. 22-25, Janeiro, 2008.
180. MASCHIO, Célio; SCHIOZER, Denis José. "A New Methodology for Assisted History Matching Using Independent Objective Functions", Petroleum Science and Technology, v. 26, pp. 1047-1062, Janeiro, 2008.
181. SILVA, Paulo Camargo; MASCHIO, Célio; SCHIOZER, Denis José. "Use of Neuro-Simulation Techniques as Proxies to Reservoir Simulator: Application in Production History Matching", Journal of Petroleum Science and Engineering, v. 57, nº 3-4, pp. 273-280, Janeiro, 2007.
182. CARDOSO, Cláudio Guido Silva; CUNHA, Maria Cristina; GOMIDE, Anamaria.; SCHIOZER, Denis José; STOLFI, Jorge. "Finite Elements on Dyadic Grids for Oil Reservoir Simulation", Mathematics and Computers in Simulation, v. 73, nº 1, pp. 87-104, Janeiro, 2006.
183. MASCHIO, Célio; SCHIOZER, Denis José. "Assisted History Matching Using Streamline Simulation", Petroleum Science and Technology, v. 23, nº 7-8, pp. 761-774, Junho, 2005.
184. SCHIOZER, Denis José; NETTO, Sérgio Luis Almeida; LIGERO, Eliana Luci; MASCHIO, Célio. "Integration of History Match and Uncertainty Analysis", Journal of Canadian Petroleum Technology, v. 44, nº 7, pp. 1-7, Janeiro, 2005.
185. SCHIOZER, Denis José; LIGERO, Eliana Luci; SANTOS, José Augusto Martins. "Risk Assessment for Reservoir Development Under Uncertainty", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 26, nº 2, pp. 213-217, Janeiro, 2004.
186. SCHIOZER, Denis José; LIGERO, Eliana Luci; SUSLICK, Saul Barisnik; COSTA, Ana Paula Araújo; SANTOS, José Augusto Martins. "Use of Representative Models in the Integration of Risk Analysis and Production Strategy Definition", Journal of Petroleum Science and Engineering, v. 44, nº 1-2, pp. 131-141, Janeiro, 2004.
187. SUSLICK, Saul Barisnik; SCHIOZER, Denis José. "Risk Analysis Applied to Petroleum Exploration and Production: an Overview", Journal of Petroleum Science and Engineering, v. 44, nº 1-2, pp. 1-9, Janeiro, 2004.
188. MASCHIO, Célio; SCHIOZER, Denis José. "A New Upscaling Technique Based on Dykstra­Parsons Coefficient: Evaluation With Streamline Reservoir Simulation", Journal of Petroleum Science and Engineering, v. 40, nº 1-2, pp. 27-36, Outubro, 2003.
189. MEZZOMO, Cristina Clédia; SCHIOZER, Denis. José. "Methodology for Water Injection Strategies Planning Optimization Using Reservoir Simulation", Journal of Canadian Petroleum Technology, v. 42, nº 7, pp. 9-11, Julho, 2003.
190. LIGERO, Eliana Luci; SCHIOZER, Denis José. "Efecto de la Transferencia de Escala de la Permeabilidad Absoluta en la Simulación Numérica de Yacimientos", Información Tecnológica, v. 14, nº 2, pp. , Abril, 2003.
191. SUSLICK, Saul Barisnik; NEPOMUCENO FILHO, Francisco; FURTADO, Ricardo; SCHIOZER, Denis José. "Forecasting Development of Heavy-oil Reserves in Ultradeep Waters", Journal of Petroleum Technology, v. 55, nº 9, pp. 51-52, Abril, 2003.
192. SCHIOZER, Denis José. "Simulación y Optimización de Yacimientos A través de Técnicas de Computación en Paralelo", Información Tecnológica, v. 13, nº 2, pp. , Abril, 2002.
193. SAITO, Richard; CASTRO, Guilherme Nogueira; MEZZOMO, Cristina Clédia; SCHIOZER, Denis José. "Value Assessment For Reservoir Recovery Optimization", Journal of Petroleum Science and Engineering, v. 32, nº 2, pp. 151-158, Dezembro, 2001.
194. GUEDES, Solange Silva; SCHIOZER, Denis José. "An Implicit Treatment of Upscaling in Numerical Reservoir Simulation", Journal SPE Reservoir Evaluation & Engineering, v. , pp. 32-38, Março, 2001.
195. WENDLAND, Edson Cezar; SCHIOZER, Denis José; HIMMELSBACH, Thomas. "Difusión de Contaminantes en Piedra Arenisca Fracturada - Investigaciones Experimentales y Numéricas", Información Tecnológica, v. 12, nº 6, pp. , Janeiro, 2001.
196. MANSOORI, G. Ali; MOHAMED, Rahoma Sadeg; SCHIOZER, Denis José. "An Introduction to Petroleum Production Research in Brazil", Journal of Petroleum Science and Engineering, v. 32, nº 2, pp. 73-77, Janeiro, 2001.
197. SCHIOZER, Denis José; AZIZ, Khalid. "Effecto del Estrangulador en la Simulación Simultánea de Yacimientos y Sistema de Producción en Superficie", Información Tecnológica, v. 9, nº 1, pp. 25-32 , Janeiro, 1998.
198. LIM, K. T.; SCHIOZER, Denis José; AZIZ, Khalid. "A New Approach for Jacobian Construction in Reservoir Simulators", SPE Computer Applications, v. , pp. , Junho, 1995.

Revistas Nacionais ( 23)

1. FORMENTIN, H. N.; MORENO, R. B. Z. L.; SCHIOZER, D. J. "Injeção Alternada Água-Gás Co2: Influência de Características de Reservatório e de Parâmetros Operacionais", Revista Holos, v. 1, pp. 306-315, Março, 2017.
2. HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "A Correction Methodology for Explicit Coupling between Reservoir and Production System Simulators", Revista Interdisciplinar de Pesquisa em Engenharia - RIPE, v. 2, nº 21, pp. 111-126, Novembro, 2016.
3. SAALFELD, R. Q.; HOHENDORFF FILHO, J. C. V.; SCHIOZER, D. J. "Simulation of Naturally Fractured Reservoirs using Single-Porosity Equivalent Models", Revista Interdisciplinar de Pesquisa em Engenharia - RIPE, v. 2, nº 21, pp. 96-110, Novembro, 2016.
4. PINTO, Marcio Augusto Sampaio; BARRETO, Carlos Eduardo Andrade Gomes; GASPAR, Ana Teresa Ferreira da Silva; CORREIA, Manuel Gomes; SCHIOZER, Denis José. "Comparação entre Poços Convencionais e Inteligentes Utilizando Controles Proativo e Reativo de Válvulas em Cenários com Incerteza Econômica", Revista Petro & Química, v. 346, pp. 44-57, Setembro, 2012.
5. PINTO, Márcio Augusto Sampaio; RAVAGNANI, Ana Teresa Ferreira da Silva Gaspar; SCHIOZER, Denis José. "Valor da Opção de Expansão na Seleção de Estratégia Ótima de Explotação de Petróleo", Revista Petro & Química, v. 334, pp. 67-73, Junho, 2011.
6. RISSO, Valmir Francisco; RISSO, Fernanda Vaz Alves; SCHIOZER, Denis José. "Aplicação da Técnica de Monte Carlo na Análise de Risco", Revista Petro & Química, v. 321, pp. 41-45, Dezembro, 2009.
7. SUSLICK, Saul Barisnik; SCHIOZER, Denis José; RODRIGUEZ, Mônica Rebelo. "Uncertainty and Risk Analysis in Petroleum Exploration and Production", TERRAE, v. 3, nº 2, pp. 36-47, Junho, 2009.
8. AVANSI, Guilherme Daniel; SUSLICK, Saul Barisnik; SCHIOZER, Denis José; RISSO, Fernanda Vaz Alves. "Uso de Metamodelos na Seleção de Estratégias de Produção em Campos de Petróleo", Revista Petro & Química, v. 315, pp. 1-8, Janeiro, 2009.
9. SCHIOZER, Denis José; SOUSA, Sérgio Henrique Guerra; MASCHIO, Célio. "Ajuste de Histórico de Produção Assistido", Boletim Técnico da Petrobras, v. 3, pp. 63-82 , Janeiro, 2009.
10. GRECCO, Constantino Bórnia. "Metodologia para Ajuste de Histórico de Produção Assistido Através do Uso da Simulação por Linhas de Fluxo", Boletim Técnico da Petrobras, v. 2, nº 2, pp. 323-339, Junho, 2008.
11. MASCHIO, Célio; VIDAL, Alexandre Campane; SCHIOZER, Denis José . "Integração do Processo de Ajuste de Histórico com a Modelagem Geoestatística em Reservatórios de Petróleo", Revista Brasileira de Geociências, v. 38, nº 1, pp. 75-81, Janeiro, 2008.
12. LIGERO, Eliana Luci; RISSO, Valmir Francisco; SCHIOZER, Denis José. "Análise Econômica da Redução de Incertezas Geológicas de Reservatórios de Petróleo", Revista Brasileira de Geociências, v. 38, nº 1, pp. 106-116, Janeiro, 2008.
13. RISSO, Valmir Francisco; SCHIOZER, Denis José. "Utilização de Sísmica 4D e de Mapas de Saturação no Ajuste de Histórico de Reservatórios Petrolíferos", Revista Brasileira de Geociências, v. 38, nº 1, pp. 172-187, Janeiro, 2008.
14. XAVIER, Alexandre Monticuco; LIGERO, Eliana Luci; SCHIOZER, Denis José. "Estimativa de Valor de Informação Usando Modelos Geológicos Representativos", Boletim Técnico da Petrobras, v. 1, nº 2, pp. 293-309, Maio, 2007.
15. MARTINI, Rogério Favinha; CAVALCANTE FILHO, José Sérgio de Araújo; SCHIOZER, Denis José. "The Influence of Different Strategies on the Production of Oil Fields Stimulated by Waterflooding", Engenharia Térmica, v. 5, nº 2, pp. 03-08, Dezembro, 2006.
16. MARTINI, Rogério Favinha; SCHIOZER, Denis José; NAKAJIMA, Lincoln. "Use of Quality Maps in Reservoir Management", Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 27, nº 4, pp. 463-468, Dezembro, 2005.
17. MASCHIO, Célio; SCHIOZER, Denis José. "Integração dos Processos de Qualificação do Impacto e Incertezas e Ajuste de Histórico e na Previsão de Produção", Macaé Offshore e Editora, v. 20, pp. 1-1, Janeiro, 2005.
18. SCHIOZER, Denis José; LIGERO, Eliana Luci; XAVIER, Alexandre Monticuco. "Análise de Risco como Suporte à Tomada de Decisão em Desenvolvimento de Campos de Petróleo", Revista Petro & Química, v. 28, nº 263, pp. 132-141, Agosto, 2004.
19. COSTA, Ana Paula Araújo; SCHIOZER, Denis José. "Quantificação do Impacto de Incertezas e Análise de Risco no Plano de Desenvolvimento de Campos de Petróleo", Revista Técnica de Energia, Petróleo e Gás, v. , pp. 90-90, Março, 2002.
20. STEAGALL, Daniel Escobar; SCHIOZER, Denis José. "Uncertainty Analysis in Reservoir Production Forecast of a Field in Appraisal Phase", Revista Petro & Química, v. , pp. , Outubro, 2000.
21. SAITO, Richard; CASTRO, Guilherme Nogueira; SCHIOZER, Denis José. "Simulação de Técnicas de Engenharia de Reservatórios: Exemplo de Utilização de Opções Reais", Revista de Administração de Empresas da Fundação Getúlio Vargas, v. 40, nº 2, pp. , Junho, 2000.
22. RODRIGUES, Luis Gláuber; SCHIOZER, Denis José; REMACRE, Armando Zaupa. "Redução de Incertezas na Caracterização de Reservatórios Utilizando Simulação Estocástica e Ajuste de Histórico de Produção", Revista Brasileira de Ciências Mecânicas, v. XX, pp. 381, Setembro, 1998.
23. SOUSA, Sérgio Henrique Guerra; SCHIOZER, Denis José; MONTICELLI, Alcir José. "Uma Introdução ao PVM - Como a Paralelização Pode Ajudar a Resolver Problemas Complexos de Otimização", Pesquisa Operacional, v. 18, nº 1, pp. , Junho, 1998.