Eduardo Gildin
Orcid: 0000-0001-5985-4500
According to our database1,
Eduardo Gildin
authored at least 19 papers
between 2004 and 2024.
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Bibliography
2024
Optimization of Pressure Management Strategies for Geological CO2 Sequestration Using Surrogate Model-based Reinforcement Learning.
CoRR, 2024
2023
J. Comput. Phys., 2023
Neurocomputing, 2023
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls.
CoRR, 2023
Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls.
CoRR, 2023
2021
Physics-Aware Deep-Learning-Based Proxy Reservoir Simulation Model Equipped With State and Well Output Prediction.
Frontiers Appl. Math. Stat., 2021
2020
Non-Intrusive Parametric Model Order Reduction With Error Correction Modeling for Changing Well Locations Using a Machine Learning Framework.
CoRR, 2020
2018
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations.
Comput. Chem. Eng., 2018
2017
Rigorous Integrated Evolutionary Workflow for Optimal Exploitation of Unconventional Gas Assets.
Int. J. Energy Optim. Eng., 2017
2016
POD-based model reduction for stabilized finite element approximations of shallow water flows.
J. Comput. Appl. Math., 2016
Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD).
Comput. Geosci., 2016
Online Adaptive Local-Global Model Reduction for Flows in Heterogeneous Porous Media.
Comput., 2016
2014
Local-global model reduction of parameter-dependent, single-phase flow models via balanced truncation.
J. Comput. Appl. Math., 2014
Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD).
Proceedings of the American Control Conference, 2014
2013
Permeability Parametrization Using Higher Order Singular Value Decomposition (HOSVD).
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
2012
Local-global multiscale model reduction for flows in high-contrast heterogeneous media.
J. Comput. Phys., 2012
2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004