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Schiozer, Denis José
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1

End-to-end dimensionality reduction and regression from 3D ..:

Farfan, Jeanfranco ; Cirac, Gabriel ; Avansi, Guilherme Daniel...
Applied Soft Computing.  162 (2024)  - p. 111799 , 2024
Link: https://doi.org/10.1016/..
 
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2

Few-shot learning and modeling of 3D reservoir properties f..:

Cirac, Gabriel ; Avansi, Guilherme Daniel ; Farfan, Jeanfranco..
Neural Computing and Applications.  , 2024
Link: https://doi.org/10.1007/..
 
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3

Machine learning inspired workflow to revise field developm..:

LOOMBA, Ashish Kumar ; BOTECHIA, Vinicius Eduardo ; SCHIOZER, Denis José
Petroleum Exploration and Development.  50 (2023)  6 - p. 1455-1465 , 2023
Link: https://doi.org/10.1016/..
 
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4

Deep hierarchical distillation proxy-oil modeling for heter..:

Cirac, Gabriel ; Farfan, Jeanfranco ; Avansi, Guilherme Daniel..
Engineering Applications of Artificial Intelligence.  126 (2023)  - p. 107076 , 2023
Link: https://doi.org/10.1016/..
 
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5

Performance assessment of an iterative ensemble smoother wi..:

Maschio, Célio ; Silva Neto, Gilson Moura ; Davolio, Alessandra..
Journal of Geophysics and Engineering.  21 (2023)  1 - p. 68-97 , 2023
Link: https://doi.org/10.1093/..
 
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6

A new procedure for well productivity and injectivity calib..:

Maschio, Célio ; Schiozer, Denis José
Geoenergy Science and Engineering.  229 (2023)  - p. 212105 , 2023
Link: https://doi.org/10.1016/..
 
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7

Cross-Domain Feature learning and data augmentation for few..:

Cirac, Gabriel ; Farfan, Jeanfranco ; Avansi, Guilherme Daniel..
Applied Soft Computing.  149 (2023)  - p. 110972 , 2023
Link: https://doi.org/10.1016/..
 
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8

Accelerated optimization of CO2-miscible water-alternating-..:

dos Santos, Daniel Rodrigues ; Fioravanti, André Ricardo ; Botechia, Vinicius Eduardo.
Journal of Petroleum Exploration and Production Technology.  13 (2023)  8 - p. 1833-1846 , 2023
Link: https://doi.org/10.1007/..
 
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9

Binary well placement optimization using a decomposition-ba..:

de Moraes, Matheus Bernardelli ; Coelho, Guilherme Palermo ; Santos, Antonio Alberto S..
Computational Geosciences.  27 (2023)  5 - p. 765-782 , 2023
Link: https://doi.org/10.1007/..
 
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10

Impact of fracture set scales and aperture enlargement due ..:

de Lima, Alexandre ; Lopes, Juliana A.G. ; Medeiros, Walter E....
Geoenergy Science and Engineering.  221 (2023)  - p. 211374 , 2023
Link: https://doi.org/10.1016/..
 
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11

A comparative study to accelerate field development plan op..:

Loomba, Ashish Kumar ; Botechia, Vinicius Eduardo ; Schiozer, Denis José
Journal of Petroleum Science and Engineering.  208 (2022)  - p. 109708 , 2022
Link: https://doi.org/10.1016/..
 
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12

Enhancing vertical resolution with 4D seismic inversion:

Rosa, Daiane Rossi ; Schiozer, Denis José ; Davolio, Alessandra
Journal of Petroleum Science and Engineering.  212 (2022)  - p. 110291 , 2022
Link: https://doi.org/10.1016/..
 
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13

An artificial intelligence method for improving upscaling i..:

Santos, Anderson ; Scanavini, Helena F.A. ; Pedrini, Helio...
Journal of Petroleum Science and Engineering.  211 (2022)  - p. 110071 , 2022
Link: https://doi.org/10.1016/..
 
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14

Advancements towards DFKN modelling: Incorporating fracture..:

Lopes, Juliana A.G. ; Medeiros, Walter E. ; La Bruna, Vincenzo...
Journal of Petroleum Science and Engineering.  209 (2022)  - p. 109944 , 2022
Link: https://doi.org/10.1016/..
 
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15

A machine‐learning framework to estimate saturation changes..:

Maleki, Masoud ; Cirne, Marcos ; Schiozer, Denis José..
Geophysical Prospecting.  70 (2022)  8 - p. 1388-1409 , 2022
Link: https://doi.org/10.1111/..
 
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