| Towards a robust parameterization for conditioning facies models using deep variational autoencoders and ensemble smoother SWA Canchumuni, AA Emerick, MAC Pacheco Computers & Geosciences 128, 87-102, 2019 | 148 | 2019 |
| History matching geological facies models based on ensemble smoother and deep generative models SWA Canchumuni, AA Emerick, MAC Pacheco Journal of Petroleum Science and Engineering 177, 941-958, 2019 | 70 | 2019 |
| Integration of ensemble data assimilation and deep learning for history matching facies models SA Canchumuni, AA Emerick, MA Pacheco Offshore Technology Conference Brasil, D011S006R005, 2017 | 64 | 2017 |
| Recent developments combining ensemble smoother and deep generative networks for facies history matching SWA Canchumun, JDB Castro, J Potratz, AA Emerick, MAC Pacheco Computational Geosciences, 2020 25, 433-466, 2020 | 60 | 2020 |
| Automatic Lithofacies Classification with t-SNE and K-Nearest Neighbors Algorithm GL Potratz, SWA Canchumuni, JDB Castro, J Potratz, MAC Pacheco Anuário do Instituto de Geociências 44, 2021 | 17 | 2021 |
| History matching channelized facies models using ensemble smoother with a deep learning parameterization SWA Canchumuni, AA Emerick, MAC Pacheco ECMOR XVI-16th European Conference on the Mathematics of Oil Recovery 2018 …, 2018 | 15 | 2018 |
| Improvement optical character recognition for structured documents using generative adversarial networks JDB Castro, SWA Canchumuni, CEM Villalobos, FC Cordeiro, ... 2021 21st International Conference on Computational Science and Its …, 2021 | 6 | 2021 |
| Towards a Benchmark for Sedimentary Facies Classification: Applied to the Netherlands F3 Block MJC Trinidad, SWA Canchumuni, MAC Pacheco Information Management and Big Data: 7th Annual International Conference …, 2021 | 3* | 2021 |
| A free web service for fast COVID-19 classification of chest X-ray images JDB Castro, R Rei, JE Ruiz, PA Diaz, SA Canchumuni, CM Villalobos, ... arXiv preprint arXiv:2009.01657, 2020 | 3 | 2020 |
| Large Dimension Parameterization with Convolutional Variational Autoencoder: An Application in the History Matching of Channelized Geological Facies Models J Potratz, SWA Canchumuni, JDB Castro, AA Emerick, MAC Pacheco 2020 20th International Conference on Computational Science and Its …, 2020 | 3 | 2020 |
| The use of simulation to model the dispatch of inbound containers in port terminals MGC Sarmiento, EK Epprecht, FLC Oliveira, ATS Rodrigues, ... Pesquisa Operacional 39, 155-175, 2019 | 3 | 2019 |
| Desafíos del aprendizaje profundo en la visión por computador VHA Quirita, PMA Díaz, SWA Canchumuni, PJS Vega Actas del Congreso Internacional de Ingeniería de Sistemas, 49-53, 2022 | 2 | 2022 |
| Seismic Facies Segmentation Using Atrous Convolutional-LSTM Network MJC Trinidad, SWA Canchumuni, RQ Feitosa Proceedings of the XLII Ibero-Latin-American Congress on Computational …, 2021 | 2 | 2021 |
| Smart well data generation via boundary-seeking deep convolutional generative adversarial networks A Gurwicz, SA Canchumuni, MAC Pacheco Artificial Intelligence and Soft Computing: 18th International Conference …, 2019 | 2 | 2019 |
| Probabilistic localization and mapping of mobile robots in indoor environments with a single laser range finder SWA Canchumuni, MA Meggiolaro ABCM Symposium Series in Mechatronics 6, 299-306, 2014 | 1 | 2014 |
| Assessing fuel tax revenues-Study on impact of reducing fuel taxes using artificial intelligence FB Coelho, SWA Canchumuni, MAC Pacheco 2023 20th ACS/IEEE International Conference on Computer Systems and …, 2023 | | 2023 |
| Seismic Fault Segmentation Using Unsupervised Domain Adaptation MJC Trinidad, SWA Canchumuni, MAC Pacheco 2023 20th ACS/IEEE International Conference on Computer Systems and …, 2023 | | 2023 |
| A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence JDB Castro, JE Ruiz, PA Diaz, SA Canchumuni, CM Villalobos, ... International Conference on Computational Science and Its Applications, 412-427, 2022 | | 2022 |
| Desafíos del aprendizaje profundo en la visión por computador VH Ayma Quirita, PM Achanccaray Díaz, SW Arauco Canchumuni, ... Universidad de Lima, 2022 | | 2022 |
| Deep learning for mapping rainwater drainage networks using Remote Sensing Data J Potratz, CEM Villalobos, SWA Canchumuni, MAC Pacheco Proceedings of the XLII Ibero-Latin-American Congress on Computational …, 2021 | | 2021 |
