| Physics-informed neural networks with adaptive localized artificial viscosity EJR Coutinho, M Dall'Aqua, L McClenny, M Zhong, U Braga-Neto, ... Journal of Computational Physics 489, 112265, 2023 | 28 | 2023 |
| Physics-aware deep-learning-based proxy reservoir simulation model equipped with state and well output prediction EJR Coutinho, M Dall’Aqua, E Gildin Frontiers in Applied Mathematics and Statistics 7, 651178, 2021 | 16 | 2021 |
| Guided Deep Learning Manifold Linearization of Porous Media Flow Equations MJ Dall'Aqua, EJR Coutinho, E Gildin, Z Guo, H Zalavadia, S Sankaran SPE J, 1-24, 2023 | 4 | 2023 |
| Nonlinear State Constraints Handling in Waterflooding Optimization Through Reduced Order Models A Souza, A Castro, M Dall’Aqua, J Tueros, B Horowitz, E Gildin ECMOR XVII 2020 (1), 1-19, 2020 | 1 | 2020 |
| AI-Powered, Lightning-Fast Production Modeling of Multi-Well and Multi-Bench Unconventional Development D Gala, G Becker, K Kaul, M Dall'Aqua, A Hegde, S Moisselin, C Fuda, ... SPE Annual Technical Conference and Exhibition?, D032S023R002, 2023 | | 2023 |
| Input-Output Invariant Fast Proxy Models for Production Optimization MJ Dall'Aqua, EJR Coutinho, E Gildin, Z Guo, H Zalavadia, S Sankaran SPE Latin America and Caribbean Petroleum Engineering Conference, D011S006R004, 2023 | | 2023 |
| Application of Simple Smart Logic for Waterflooding Reservoir Management MJ Dall'Aqua | | 2016 |
| New Framework for Reservoir Simulation Based on Bilinear Reduced-Order Modeling Endowed with Input-Output Tracking Capabilities M Dall'Aqua, E Coutinho, E Gildin, H Zalavadia, Z Guo, S Sankaran Available at SSRN 4423535, 0 | | |
