Eduardo Gildin

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Highly Constrained

Higher Order Singular Value Decomposition

Top Venues

J. Comput. Appl. Math.

J. Comput. Phys.

Publications

Daniel Badawi, Eduardo Gildin
Neural Operator-Based Proxy for Reservoir Simulations Considering Varying Well Settings, Locations, and Permeability Fields. CoRR (2024)
Jungang Chen, Eduardo Gildin, Georgy Kompantsev
Optimization of Pressure Management Strategies for Geological CO2 Sequestration Using Surrogate Model-based Reinforcement Learning. CoRR (2024)
Jungang Chen, Eduardo Gildin, John E. Killough
Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls. CoRR (2023)
Emilio Jose Rocha Coutinho, Marcelo Dall'Aqua, Levi D. McClenny, Ming Zhong, Ulisses Braga-Neto, Eduardo Gildin
Physics-informed neural networks with adaptive localized artificial viscosity. J. Comput. Phys. 489 (2023)
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
Investigation of proper orthogonal decomposition for echo state networks. Neurocomputing 548 (2023)
Jungang Chen, Eduardo Gildin, John E. Killough
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls. CoRR (2023)
Emilio Jose Rocha Coutinho, Marcelo Dall'Aqua, Levi D. McClenny, M. Zhong, Ulisses Braga-Neto, Eduardo Gildin
Physics-Informed Neural Networks with Adaptive Localized Artificial Viscosity. CoRR (2022)
Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara, Eduardo Gildin
Investigation of Proper Orthogonal Decomposition for Echo State Networks. CoRR (2022)
Emilio Jose Rocha Coutinho, Marcelo Dall'Aqua, Eduardo Gildin
Physics-Aware Deep-Learning-Based Proxy Reservoir Simulation Model Equipped With State and Well Output Prediction. Frontiers Appl. Math. Stat. 7 (2021)
Mohamed Khaled, Srivignesh Srinivasan, Alkassoum Toure, Muhao Chen, Emily Kincaid, Thomas Lopaz, Luis Rodriguez, Jessica Ezemba, Ayodeji Adeniran, Teresa Valdez, Uthej Vattipalli, Le linh, Ahmed Madi, Eduardo Gildin, Robert E. Skelton, Sam Noynaert, George Moridis
DREAMS: Drilling and Extraction Automated System. CoRR (2021)
Hardikkumar Zalavadia, Eduardo Gildin
Non-Intrusive Parametric Model Order Reduction With Error Correction Modeling for Changing Well Locations Using a Machine Learning Framework. CoRR (2020)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Nadav Sorek, Hardikkumar Zalavadia, Eduardo Gildin
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations. Comput. Chem. Eng. 114 (2018)
Tatyana Plaksina, Eduardo Gildin
Rigorous Integrated Evolutionary Workflow for Optimal Exploitation of Unconventional Gas Assets. Int. J. Energy Optim. Eng. 6 (1) (2017)
Alexander Lozovskiy, Matthew W. Farthing, Chris E. Kees, Eduardo Gildin
POD-based model reduction for stabilized finite element approximations of shallow water flows. J. Comput. Appl. Math. 302 (2016)
Sardar Afra, Eduardo Gildin
Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD). Comput. Geosci. 94 (2016)
Yalchin Efendiev, Eduardo Gildin, Yanfang Yang
Online Adaptive Local-Global Model Reduction for Flows in Heterogeneous Porous Media. Comput. 4 (2) (2016)
Michael Presho, Anastasiya Protasov, Eduardo Gildin
Local-global model reduction of parameter-dependent, single-phase flow models via balanced truncation. J. Comput. Appl. Math. 271 (2014)
Sardar Afra, Eduardo Gildin, Mohammadali Tarrahi
Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD). ACC (2014)
Sardar Afra, Eduardo Gildin
Permeability Parametrization Using Higher Order Singular Value Decomposition (HOSVD). ICMLA (2) (2013)
Yalchin Efendiev, Juan Galvis, Eduardo Gildin
Local-global multiscale model reduction for flows in high-contrast heterogeneous media. J. Comput. Phys. 231 (24) (2012)
Eduardo Gildin, Robert H. Bishop, Athanasios C. Antoulas, Danny C. Sorensen
An educational perspective to model and controller reduction of dynamical systems. CDC (2007)
Serkan Gugercin, Athanasios C. Antoulas, Christopher A. Beattie, Eduardo Gildin
Krylov-based controller reduction for large-scale systems. CDC (2004)