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Machine learning-based data-driven modeling can allow computationally efficient time-dependent solutions of PDEs, such as those that describe subsurface multiphysical problems. In this work, our previous approach of conditional generative adversarial
Externí odkaz:
http://arxiv.org/abs/2111.14984
Publikováno v:
Advances in Water Resources, Volume 160, February 2022, 104098
Natural convection in porous media is a highly nonlinear multiphysical problem relevant to many engineering applications (e.g., the process of $\mathrm{CO_2}$ sequestration). Here, we present a non-intrusive reduced order model of natural convection
Externí odkaz:
http://arxiv.org/abs/2107.11460
Publikováno v:
In Computational Materials Science 5 October 2023 229
Publikováno v:
In Computers and Geosciences October 2022 167
Publikováno v:
In Advances in Water Resources February 2022 160
Publikováno v:
Phys. Rev. E 97, 033304 (2018)
Fractures form the main pathways for flow in the subsurface within low-permeability rock. For this reason, accurately predicting flow and transport in fractured systems is vital for improving the performance of subsurface applications. Fracture sizes
Externí odkaz:
http://arxiv.org/abs/1708.08556
Publikováno v:
In Procedia Manufacturing 2020 51:967-974
Publikováno v:
In Journal of Computational Physics 15 October 2019 395:85-104
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Autor:
Buck, M, Dean, A, Friedlander, M L, Goh, J C, Harnett, P, Kichenadasse, G, Scott, C L, Denys, H, Dirix, L, Vergote, I, Elit, L, Ghatage, P, Oza, A M, Plante, M, Provencher, D, Weberpals, J I, Welch, S, Floquet, A, Gladieff, L, Joly, F, Leary, A, Lortholary, A, Lotz, J, Medioni, J, Tredan, O, You, B, El-Balat, A, Hänle, C, Krabisch, P, Neunhöffer, T, Pölcher, M, Wimberger, P, Amit, A, Kovel, S, Leviov, M, Safra, T, Shapira-Frommer, R, Stemmer, S, Bologna, A, Colombo, N, Lorusso, D, Pignata, S, Sabbatini, R F, Scambia, G, Tamberi, S, Zamagni, C, Fong, P C, O'Donnell, A, Gancedo, M Amenedo, Herraez, A Casado, Garcia-Donas, J, Guerra, E M, Oaknin, A, Palacio, I, Romero, I, Sanchez, A, Banerjee, S N, Clamp, A, Drew, Y, Gabra, H G, Jackson, D, Ledermann, J A, McNeish, I A, Parkinson, C, Powell, M, Aghajanian, C, Armstrong, D K, Birrer, M J, Buss, M K, Chambers, S K, Chen, L-m, Coleman, R L, Holloway, R W, Konecny, G E, Ma, L, Morgan, M A, Morris, R T, Mutch, D G, O'Malley, D M, Slomovitz, B M, Swisher, E M, Vanderkwaak, T, Vulfovich, M, Coleman, Robert L, Oza, Amit M, Lorusso, Domenica, Aghajanian, Carol, Oaknin, Ana, Dean, Andrew, Colombo, Nicoletta, Weberpals, Johanne I, Clamp, Andrew, Scambia, Giovanni, Leary, Alexandra, Holloway, Robert W, Gancedo, Margarita Amenedo, Fong, Peter C, Goh, Jeffrey C, O'Malley, David M, Armstrong, Deborah K, Garcia-Donas, Jesus, Swisher, Elizabeth M, Floquet, Anne, Konecny, Gottfried E, McNeish, Iain A, Scott, Clare L, Cameron, Terri, Maloney, Lara, Isaacson, Jeff, Goble, Sandra, Grace, Caroline, Harding, Thomas C, Raponi, Mitch, Sun, James, Lin, Kevin K, Giordano, Heidi, Ledermann, Jonathan A
Publikováno v:
In The Lancet 28 October-3 November 2017 390(10106):1949-1961