104 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Cornell UniversityUS9 papers
- Lawrence Livermore National LaboratoryUS3 papers
- Sandia National LaboratoriesUS3 papers
- Los Alamos National LaboratoryUS2 papers
- Università Cattolica del Sacro CuoreIT2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- Danish Gas Technology Centre (Denmark)DK1 paper
- Delft University of TechnologyNL1 paper
- École Nationale des GreffesFR1 paper
- Florida State UniversityUS1 paper
- Laboratoire Réactions et Génie des ProcédésFR1 paper
- Massachusetts Institute of TechnologyUS1 paper
3 papers · 1 filter
Continuous conditional generative adversarial networks for data-driven solutions of poroelasticity with heterogeneous material properties
T. Kadeethum, D. O'Malley, Y. Choi +3
Machine learning-based data-driven modeling can allow computationally efficient time-dependent solutions of PDEs, such as those that describe subsurface multiphysical problems. In…
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: comparison with linear subspace techniques
T. Kadeethum, F. Ballarin, Y. Choi +3
Natural convection in porous media is a highly nonlinear multiphysical problem relevant to many engineering applications (e.g., the process of sequestration). Here,…
A Locally Conservative Mixed Finite Element Framework for Coupled Hydro-Mechanical-Chemical Processes in Heterogeneous Porous Media
T. Kadeethum, S. Lee, F. Ballarin +2
This paper presents a mixed finite element framework for coupled hydro-mechanical-chemical processes in heterogeneous porous media. The framework combines two types of locally cons…