67 citations · 135 across the 3 of their papers we have counts for
3 papers
cs.CE2021★ 67 cited
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,…
math.NA2018★ 34 cited
Weighted reduced order methods for parametrized partial differential equations with random inputs
Luca Venturi, Davide Torlo, Francesco Ballarin +1
In this manuscript we discuss weighted reduced order methods for stochastic partial differential equations. Random inputs (such as forcing terms, equation coefficients, boundary co…
math.NA2017★ 34 cited
Stabilized weighted reduced basis methods for parametrized advection dominated problems with random inputs
Davide Torlo, Francesco Ballarin, Gianluigi Rozza
In this work, we propose viable and efficient strategies for stabilized parametrized advection dominated problems, with random inputs. In particular, we investigate the combination…