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SMITH W. ARAUCO CANCHUMUNI
SMITH W. ARAUCO CANCHUMUNI
PUC-Rio Research
Verified email at uni.pe - Homepage
Title
Cited by
Cited by
Year
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
1232019
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
622019
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
552020
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
552017
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
142018
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
132021
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
42021
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
32020
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
22022
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
22020
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
22019
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
12019
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
12014
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
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
2021
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
Data Science Mentoring Support using Neural Networks
MJC Trinidad, FB Coelho, SWA Canchumuni, MAC Pacheco
2021 21st International Conference on Computational Science and Its …, 2021
2021
Smart Well Data Generation via Boundary-Seeking Deep Convolutional Generative Adversarial Networks
MAC Pacheco
Artificial Intelligence and Soft Computing: 18th International Conference …, 2019
2019
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