Denis-Jos-Schiozer-2-

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Universidade Estadual de Campinas 
 Faculdade de Engenharia Mecânica 
 
 
 
 
 
Denis José Schiozer 
 
Artigos completos publicados em periódicos 
1. 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 Under Geological Uncertainties. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS 
OF THE ASME, v. 142, p. 063005, 2020. 
2. SILVA NETO, G. M. ; DAVOLIO, ALESSANDRA ; SCHIOZER, D. J. . 3D seismic data assimilation to reduce 
uncertainties in reservoir simulation considering model errors. JOURNAL OF PETROLEUM SCIENCE AND 
ENGINEERING, p. 106967, 2020. 
3. RAMOS GURJAO, KILDARE GEORGE ; GILDIN, EDUARDO ; HOHENDORFF, JOAO ; SCHIOZER, DENIS 
JOSÉ . Oscillation mitigation in subsurface and surface couplings using PID controllers. JOURNAL OF 
PETROLEUM SCIENCE AND ENGINEERING, v. 188, p. 106920, 2020. 
4. MEIRA, LUIS A.A. ; COELHO, GUILHERME P. ; DA SILVA, CELMAR G. ; ABREU, JOÃO L.A. ; SANTOS, 
ANTONIO A.S. ; SCHIOZER, DENIS J. . Improving representativeness in a scenario reduction process to 
aid decision making in petroleum fields. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 184, p. 
106398, 2020. 
5. ALMEIDA, FORLAN LA ROSA ; 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, p. 106993, 2020. 
6. 1.PINTO, M. A. S. ; GASPAR, ANA TERESA F.S. ; SCHIOZER, D. J. . Optimisation of well rates under 
production constraints. International Journal of Oil Gas and Coal Technology, v. 21, p. 131-148, 2019. 
7. FORMENTIN, HELENA NANDI ; ALMEIDA, FORLAN LA ROSA ; AVANSI, GUILHERME DANIEL ; MASCHIO, 
CÉLIO ; SCHIOZER, DENIS J. ; CAIADO, CAMILA ; VERNON, IAN ; GOLDSTEIN, MICHAEL . 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, p. 1080-1096, 2019. 
8. 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-Revue d IFP Energies nouvelles, v. 74, p. 15-31, 2019. 
9. MALEKI, MASOUD ; DAVOLIO, ALESSANDRA ; SCHIOZER, DENIS JOSÉ . Quantitative integration of 
3D and 4D seismic impedance into reservoir simulation model updating in the Norne Field. 
GEOPHYSICAL PROSPECTING, v. 67, p. 167-187, 2019. 
10. AVANSI, G. ; RIOS, V. ; SCHIOZER, D. . 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, p. 1-21, 2019. 
11. RIOS, V. S. ; SANTOS, L. O. S. ; SCHIOZER, D. J. . New upscaling technique for compositional reservoir 
simulations of miscible gas injection. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 175, p. 
389-406, 2019. 
12. COSTA, LUÍS AUGUSTO NAGASAKI ; MASCHIO, Célio ; SCHIOZER, D. J. . Evaluation of an uncertainty 
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reduction methodology based on Iterative Sensitivity Analysis (ISA) applied to naturally fractured 
reservoirs. Oil & Gas Science and Technology-Revue d IFP Energies nouvelles , v. 74, p. 40-56, 2019. 
13. 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-Revue d IFP Energies nouvelles, v. 74, p. 46-66, 2019. 
14. BOTECHIA, V. E. ; BARRETO, C. E. A. G. ; LAMAS, L. F. ; Schiozer, D. J. . EVALUATION OF 
ALTERNATE WATER- POLYMER INJECTION PARAMETERS USING NUMERICAL SIMULATION. BRAZILIAN 
JOURNAL OF PETROLEUM AND GAS, v. 13, p. 093-102, 2019. 
15. CAVALCANTE, CRISTINA C.B. ; MASCHIO, CÉLIO ; SANTOS, ANTONIO ALBERTO S. ; SCHIOZER, 
DENIS ; ROCHA, ANDERSON . A continuous learning algorithm for history matching. ENGINEERING 
APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 85, p. 543-568, 2019. 
16. ALMEIDA, FORLAN LA ROSA ; DAVOLIO, ALESSANDRA ; SCHIOZER, DENIS JOSÉ . Systematic 
Approach To Reduce Uncertainties When Quantitatively Assimilating 4D Seismic and Well Data. SPE 
RESERVOIR EVALUATION & ENGINEERING, v. 1, p. 1-18, 2019. 
17. MASCHIO, CÉLIO ; 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-Revue d IFP Energies nouvelles, v. 74, p. 73, 2019. 
18. MEIRA, L. A. A. ; COELHO, GUILHERME P. ; SILVA, C. G. ; ABREU, J. L. A. ; SANTOS, ANTONIO 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, p. 106398, 2019. 
19. MASCHIO, CELIO ; SCHIOZER, D. J. . A new parameterization method for data assimilation and 
uncertainty assessment for complex carbonate reservoir models based on cumulative distribution function. 
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 183, p. 106400, 2019. 
20. 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, p. 106390, 2019. 
21. SOARES, RICARDO VASCONCELLOS ; MASCHIO, CÉLIO ; SCHIOZER, DENIS JOSÉ . A novel localization 
scheme for scalar uncertainties in ensemble-based data assimilation methods. JOURNAL OF PETROLEUM 
EXPLORATION AND PRODUCTION TECHNOLOGY, v. 9, p. 2497-2510, 2019. 
22. DAVOLIO, A. ; SCHOZER, DENIS J. . Probabilistic seismic history matching using binary images. Journal of 
Geophysics and Engineering, v. 15, p. 261-274, 2018. 
23. CORREIA, M. G. ; MASCHIO, Célio ; SCHIOZER, D. J. . Flow Simulation Using Local Grid Refinements to 
Model Laminated Reservoirs. Oil & Gas Science and Technology-Revue d IFP Energies nouvelles, v. 73, p. 5-
14, 2018. 
24. LAMAS, LUÍS FERNANDO ; BOTECHIA, VINÍCIUS EDUARDO ; CORREIA, MANUEL GOMES ; SCHIOZER, 
DENIS JOSÉ ; DELSHAD, MOJDEH . Influence of polymer properties on selection of production strategy 
for a heavy oil field. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 163, p. 110-118, 2018. 
25. VON HOHENDORFF FILHO, JOÃO CARLOS ; SCHIOZER, DENIS JOSÉ . Correcting Inflow Performance 
Relationship Curves for Explicitly Coupling Reservoir Simulations and Production Systems Simulations. 
JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, v. 140, p. 032006-
03200610, 2018. 
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26. SANTOS, SUSANA ; GASPAR, ANA T ; SCHIOZER, DENIS 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, p. 23-41, 2018. 
27. MORENO, R. A. H. ; AVANSI, GUILHERME D. ; SCHIOZER, D. J. . Emulation of reservoir production 
forecast considering variation in petrophysical properties. JOURNAL OF PETROLEUM SCIENCE ANDENGINEERING, v. 165, p. 711-725, 2018. 
28. BOTECHIA, VINICIUS ; GASPAR, ANA TERESA ; DAVOLIO, ALESSANDRA ; AVANSI, GUILHERME D. ; 
SCHIOZER, D. J. . Investigation of production forecast biases of simulation models in a benchmark 
case. Oil & Gas Science and Technology-Revue d IFP Energies nouvelles, v. 73, p. 23-34, 2018. 
29. SANTOS, J. M. C. ; DAVOLIO, ALESSANDRA ; SCHIOZER, D. J. ; MACBETH, C. . Semiquantitative 4D 
seismic interpretation integrated with reservoir simulation: Application to the Norne field. Interpretation-
A Journal of Subsurface Characterization, v. 6, p. T601-T611, 2018. 
30. SOARES, R. V. ; MASCHIO, CELIO ; 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, p. 110-125, 2018. 
31. CORREIA, MANUEL GOMES ; SCHIOZER, DENIS JOSÉ . Scaling Up Highly Permeable Thin Layers Into 
Flow Simulation. SPE RESERVOIR EVALUATION & ENGINEERING, v. 20, p. 503-520, 2018. 
32. MASCHIO, Célio ; 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, p. 560- 577, 2018. 
33. MALEKI, M. ; DAVOLIO, ALESSANDRA ; SCHIOZER, D. J. . Qualitative time-lapse seismic interpretation 
of Norne Field to assess challenges of 4D seismic attributes. LEADING EDGE (TULSA, OKLA.), v. 37, p. 
754-762, 2018. 
34. COSTA, L. A. N. ; MASCHIO, Célio ; SCHIOZER, D. J. . A new methodology to reduce uncertainty of 
global attributes in naturally fractured reservoirs. Oil & Gas Science and Technology-Revue d IFP 
Energies nouvelles, v. 73, p. 41-63, 2018. 
35. HOHENDORFF FILHO, JOÃO CARLOS VON ; SCHIOZER, D. J. . Effect of reservoir and production 
system integration on field production strategy selection. Oil & Gas Science and Technology-Revue d IFP 
Energies nouvelles, v. 73, p. 44, 2018. 
36. SANTOS, SUSANA M.G. ; GASPAR, ANA T.F.S. ; SCHIOZER, DENIS 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, p. 516-528, 2018. 
37. OLIVEIRA, G. S. ; MASCHIO, CELIO ; SCHIOZER, D. J. . A new approach with multiple realizations for 
image perturbation using co-simulation and probability perturbation method. Oil & Gas Science and 
Technology-Revue d IFP Energies nouvelles, v. 73, p. 68-84, 2018. 
38. BOTECHIA, VINICIUS 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 information acquisition for the Norne 
benchmark case. Oil & Gas Science and Technology-Revue d IFP Energies nouvelles, v. 73, p. 54, 2018. 
39. DE SOUZA, RAFAEL MEDEIROS ; LUMLEY, DAVID ; SHRAGGE, JEFFREY ; DAVOLIO, ALESSANDRA ; 
SCHIOZER, DENIS JOSE . Analysis of Time-Lapse Seismic and Production Data for Reservoir Model 
Classification and Assessment. Journal of Geophysics and Engineering , v. 15, p. 1561-1587, 2018. 
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40. DE SOUZA VICTORINO, IGOR RICARDO ; VON HOHENDORFF FILHO, JOÃO CARLOS ; DE CASTRO, 
MARCELO SOUZA; DE MELLO, SAMUEL FERREIRA ; SCHIOZER, DENIS JOSÉ . 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, p. 1-21, 2018. 
41. CORREIA, GIL G. ; SCHIOZER, DENIS J. . Using pilot wells to integrate geological modelling and 
history matching: applied to the Norne Benchmark case. PETROLEUM GEOSCIENCE, v. 25, p. 
petgeo2017-086, 2018. 
42. CORREIA, MANUEL GOMES ; MASCHIO, Célio ; SCHIOZER, DENIS JOSÉ . Development of complex 
layered and fractured reservoir models for reservoir simulation. Journal of the Brazilian Society of 
Mechanical Sciences and Engineering (Impresso), v. 39, p. 219-233, 2017. 
43. SCHIOZER, DENIS JOSÉ; AVANSI, GUILHERME DANIEL ; DE SOUZA DOS SANTOS, ANTONIO 
ALBERTO . Risk quantification combining geostatistical realizations and discretized Latin Hypercube. 
Journal of the Brazilian Society of Mechanical Sciences and Engineering (Impresso), v. 39, p. 575-587, 
2017. 
44. SANTOS, SUSANA M.G. ; GASPAR, ANA TERESA F.S. ; SCHIOZER, DENIS J. . Risk Management in 
Petroleum Development Projects: Technical and Economic Indicators to Define a Robust Production 
Strategy. Journal of Petroleum Science & Engineering, v. 151, p. 116-127, 2017. 
45. 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 & Engineering, p. 187-196, 
2017. 
46. OLIVEIRA, GONÇALO SOARES ; SCHIOZER, DENIS JOSÉ ; MASCHIO, Célio . History Matching by 
Integrating Regional Multi-Property Image Perturbation Methods with a Multivariate Sensitivity Analysis. 
Journal of Petroleum Science & Engineering, v. 153, p. 111-122, 2017. 
47. OLIVEIRA, G. S. ; MASCHIO, CÉLIO ; SCHIOZER, D. J. ; SOARES, A. O. . Reducing uncertainty in 
reservoir parameters combining history matching and conditioned geostatistical realizations. JOURNAL 
OF PETROLEUM SCIENCE AND ENGINEERING, p. 75-90, 2017. 
48. CAVALCANTE, C. C. B. ; MASCHIO, Célio ; SANTOS, ANTONIO ALBERTO S. ; SCHIOZER, D. J. ; 
ROCHA, A. R. . History matching through dynamic decision-making. PLoS One, v. 12, p. e0178507-32, 
2017. 
49. SANTOS, SUSANA M.G. ; BOTECHIA, VINICIUS E. ; SCHIOZER, DENIS J. ; GASPAR, ANA T.F.S. . 
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, p. 
81-93, 2017. 
50. FORMENTIN, HELENA NANDI ; SCHIOZER, DENIS JOSÉ ; MORENO, ROSANGELA BARROS ZANONI 
LOPES . INJEÇÃO ALTERNADA ÁGUA-GÁS CO2: INFLUÊNCIA DE CARACTERÍSTICAS DE RESERVATÓRIO 
E DE PARÂMETROS OPERACIONAIS. HOLOS (NATAL. ONLINE), v. 1, p. 306-315, 2017. 
51. BOTECHIA, V. E. ; CORREIA, M. G. ; SCHIOZER, D. J. . A model-based decision analysis comparing 
water and polymer flooding in the development of a heavy oil field. JOURNAL OF PETROLEUM SCIENCE 
AND ENGINEERING, v. 157, p. 917-929, 2017. 
52. 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, p. 1179-1191, 2017. 
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53. 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, p. 165-173, 2017. 
54. MELLO, S. F. ; HOHENDORFF FILHO, J. C. V. ; SCHOZER, DENIS 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, p. 205-226, 2017. 
55. BOTECHIA, VINICIUS EDUARDO ; 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, p. 197-204, 2017. 
56.MALEKI, MASOUD ; DAVOLIO, ALESSANDRA ; SCHIOZER, DENIS JOSÉ . Using simulation and 
production data to resolve ambiguity in interpreting 4D seismic inverted impedance in the Norne Field. 
PETROLEUM GEOSCIENCE, v. 24, p. petgeo2017-032-347, 2017. 
57. MASCHIO, CÉLIO ; J. SCHIOZER, DENIS . A new methodology for Bayesian history matching using 
parallel interacting Markov chain Monte Carlo. INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, v. 
26, p. 1-32, 2017. 
58. CORREIA, G. F. G. ; SCHIOZER, D. J. . Reservoir characterization using electrofacies analysis in the 
sandstone reservoir of the Norne Field (offshore Norway). Petroleum Geoscience, v. 22, p. 165-176, 
2016. 
59. OLIVEIRA, L. F. L. ; 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 (Impresso), 
v. 9, p. 33-40, 2016. 
60. MEIRA, LUIS A.A. ; COELHO, GUILHERME P. ; SANTOS, ANTONIO ALBERTO S. ; SCHIOZER, DENIS J. . 
Selection ofRepresentative Models for Decision Analysis Under Uncertainty. Computers & Geosciences , v. 
88, p. 67-82, 2016. 
61. REGO, F. B. ; BOTECHIA, VINICIUS EDUARDO ; CORREIA, MANUEL GOMES ; 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, p. 63-76, 2016. 
62. MASCHIO, Célio ; SCHIOZER, D. J. . Probabilistic history matching using discrete Latin Hypercube sampling 
and nonparametric density estimation. Journal of Petroleum Science & Engineering , v. 147, p. 98-115, 
2016. 
63. 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, p. 
1345-1355, 2016. 
64. HOHENDORFF FILHO, J. C. V. ; MASCHIO, CELIO ; SCHIOZER, D. J. . Production strategy optimization 
based on iterative discrete Latin hypercube. Journal of the Brazilian Society of Mechanical Sciences and 
Engineering (Impresso) , p.2473-2480, 2016. 
65. LUÍS FERNANDO LAMAS DE OLIVEIRA ; SCHIOZER, DENIS JOSÉ ; DELSHAD, MOJDEH . Impacts of 
polymer properties on field indicators of reservoir development projects. Journal of Petroleum Science & 
Engineering , v. 147, p.346-355, 2016. 
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66. CORREIA, MANUEL GOMES ; MASCHIO, Célio ; HOHENDORFF FILHO, JOÃO CARLOS VON ; 
SCHIOZER, DENIS JOSÉ . The Impact of Time-Dependent Matrix-Fracture Fluid Transfer in Upscaling 
Match Procedures. Journal of Petroleum Science & Engineering, v. 146, p. 752-763, 2016. 
67. GASPAR, ANA TERESA F.S. ; BARRETO, CARLOS EDUARDO A.G. ; SCHIOZER, DENIS J. . Assisted 
process for design optimization of oil exploitation strategy. Journal of Petroleum Science & Engineering, 
v. 146, p. 473-488, 2016. 
68. AVANSI, GUILHERME DANIEL ; MASCHIO, Célio ; SCHIOZER, DENIS JOSE . Simultaneous History-
Matching Approach by Use of Reservoir-Characterization and Reservoir-Simulation Studies. SPE 
RESERVOIR EVALUATION & ENGINEERING, v. 19, p. 694-712, 2016. 
69. MOROSOV, ANDRE LUIS ; SCHIOZER, DENIS JOSE . Field-Development Process Revealing 
Uncertainty-Assessment Pitfalls. SPE RESERVOIR EVALUATION & ENGINEERING, v. 20, p. 765-778, 
2016. 
70. SILVA, MÁRCIA IDA DE OLIVEIRA ; DOS SANTOS, ANTÔNIO ALBERTO DE S. ; SCHIOZER, DENIS 
JOSÉ ; DE NEUFVILLE, RICHARD . Methodology to estimate the value of flexibility under endogenous 
and exogenous uncertainties. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 151, p. 235-
247, 2016. 
71. HOHENDORFF FILHO, JOÃO CARLOS VON ; SCHIOZER, D. J. . A Correction Methodology for Explicit 
Coupling between Reservoir and Production System Simulators. REVISTA INTERDISCIPLINAR DE 
PESQUISA EM ENGENHARIA, v. 2, p. 111- 126, 2016. 
72. SAALFELD, R. Q. ; HOHENDORFF FILHO, JOÃO CARLOS VON ; SCHIOZER, D. J. . Simulation of 
Naturally Fractured Reservoirs using Single-Porosity Equivalent Models. REVISTA INTERDISCIPLINAR DE 
PESQUISA EM ENGENHARIA, v. 2, p. 96-110, 2016. 
73. 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, p. 63-64, 2016. 
74. AVANSI,Guilherme Daniel ; SCHIOZER, D. J. . UNISIM-I: Synthetic Model for Reservoir Development 
and Management Applications. International Journal of Modeling and Simulation for the Petroleum 
Industry (Impresso), v. 9, p. 21-30, 2015. 
75. MAZO, Eduin Orlando Munôz ; SCHIOZER, D. J. . Numerical Simulation Analysis of the Water 
Injection with Fracture Propagation Pressure Process. International Journal of Modeling and Simulation 
for the Petroleum Industry (Impresso), v. 9, p. 1-12, 2015. 
76. GASPAR, A. T. F. S. ; AVANSI,Guilherme Daniel ; SANTOS, A. A. S. ; HOHENDORFF FILHO, J. C. V. ; 
SCHIOZER, D. J. . UNISIM-I-D: Benchmark Studies for Oil Field Development and Production Strategy 
Selection. International Journal of Modeling and Simulation for the Petroleum Industry (Impresso), v. 
9, p. 47-55, 2015. 
77. BERTOLINI, A. C. ; MASCHIO, Célio ; SCHIOZER, D. J. . A methodology to evaluate and reduce 
reservoir uncertainties using multivariate distribution. Journal of Petroleum Science & Engineering, v. 
128, p. 1-14, 2015. 
78. PINTO, M. A. S. ; BARRETO, C. E. A. G. ; SCHIOZER, D. J. . Assisted optimization method for 
comparison between conventional and intelligent producers considering uncertainties. Journal of 
Petroleum Science & Engineering, p. 268- 279, 2015. 
79. MASCHIO, Célio ; DAVOLIO, ALESSANDRA ; CORREIA, MANUEL GOMES ; JOSÉ SCHIOZER, DENIS . 
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http://lattes.cnpq.br/8165565827313266
http://lattes.cnpq.br/1965310991947709
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/3705277331954152
http://lattes.cnpq.br/6672293321324006
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/2460657748877245
 
 
 
 
 
 
 
A new framework for geostatistics-based history matching using genetic algorithm with adaptive bounds. 
Journal of Petroleum Science & Engineering, v. 127, p. 387-397, 2015. 
80. CORREIA, M. G. ; MASCHIO, Célio ; SCHIOZER, D. J. . Integration of Multiscale Carbonate Reservoir 
Heterogeneities in Reservoir Simulation. Journal of Petroleum Science & Engineering, p. 34-50, 2015. 
81. PAZETTI, B. A. ; DAVOLIO, A. ; SCHIOZER, D. J. . 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 (Print), v. 12, p. 686- 701, 2015. 
82. DAVOLIO, ALESSANDRA ; MASCHIO, Célio ; SCHIOZER, D. J. . A methodology to calibrate water 
saturation estimated from 4D seismic data. Journal of Geophysics and Engineering, v. 11, p. 055001-16, 
2014. 
83. CORREIA, MANUEL GOMES ; MASCHIO, Célio ; SCHIOZER, DENIS JOSÉ ; SANTOS, MARCOS 
SEBASTIÃO DOS . Upscaling approach for meso-scale heterogeneities in naturally fractured carbonate 
reservoirs. Journal of Petroleum Science & Engineering, v. 115, p. 90-101, 2014. 
84. MASCHIO, Célio ; SCHIOZER, DENIS JOSE . 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 (Impresso) , v. 36, p. 901-918, 2014. 
85. MASCHIO, Célio ; SCHIOZER, DENIS JOSÉ . Bayesian History Matching Using Artificial Neural Network 
and Markov Chain Monte Carlo. Journal of Petroleum Science & Engineering, v. 123, p. 62-71, 2014. 
86. COSTA, LUÍS AUGUSTO NAGASAKI ; MASCHIO, Célio ; JOSÉ SCHIOZER, DENIS . Application ofartificial neural networks in a history matching process. Journal of Petroleum Science & Engineering, v. 
123, p. 30-45, 2014. 
87. VON HOHENDORFF FILHO, JOÃO CARLOS ; JOSÉ SCHIOZER, DENIS . Evaluation of Explicit Coupling 
Between Reservoir Simulators and Production System. Journal of Energy Resources Technology, v. 136, 
p. 044501, 2014. 
88. 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 (Print), v. 47, p. 1-13, 2014. 
89. 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, p. 117-127, 2014. 
 
http://lattes.cnpq.br/5514015584124946
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/2460657748877245
http://lattes.cnpq.br/2460657748877245
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/0807154489408521
http://lattes.cnpq.br/0807154489408521