Syamil Mohd Razak

Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios

Syamil Mohd Razak, Behnam Jafarpour · Computational Geosciences · 2020 · 55 citations

Convolutional Neural Network, Engineering, Calibration +8

Transfer Learning with Recurrent Neural Networks for Long-Term Production Forecasting in Unconventional Reservoirs

Syamil Mohd Razak, Jodel Cornelio, Young Cho et al. · SPE Journal · 2022 · 38 citations

Forecasting Methodology, Engineering, Machine Learning +21

Residual Learning to Integrate Neural Network and Physics-Based Models for Improved Production Prediction in Unconventional Reservoirs

Jodel Cornelio, Syamil Mohd Razak, Young Cho et al. · SPE Journal · 2022 · 18 citations

Engineering, Machine Learning, Neural Network +19

Conditioning generative adversarial networks on nonlinear data for subsurface flow model calibration and uncertainty quantification

Syamil Mohd Razak, Behnam Jafarpour · Computational Geosciences · 2021 · 17 citations

Engineering, Machine Learning, Generative Adversarial Network +6

Deep Learning for Latent Space Data Assimilation in Subsurface Flow Systems

Syamil Mohd Razak, Atefeh Jahandideh, Ulugbek Djuraev et al. · SPE Journal · 2022 · 16 citations

Artificial Intelligence, Data Augmentation, Recurrent Neural Network +13