77 citations · 127 across the 9 of their papers we have counts for
3 papers · 1 filter
A fractional stochastic theory for interfacial polarization of cell aggregates
Pouria A. Mistani, Samira Pakravan, Frederic G. Gibou
We present a theoretical framework to model the electric response of cell aggregates. We establish a coarse representation for each cell as a combination of membrane and cytoplasm…
A deep learning approach for the computation of curvature in the level-set method
Luis Ángel Larios-Cárdenas, Frederic Gibou
We propose a deep learning strategy to estimate the mean curvature of two-dimensional implicit interfaces in the level-set method. Our approach is based on fitting feed-forward neu…
Solving inverse-PDE problems with physics-aware neural networks
Samira Pakravan, Pouria A. Mistani, Miguel Angel Aragon-Calvo +1
We propose a novel composite framework to find unknown fields in the context of inverse problems for partial differential equations (PDEs). We blend the high expressibility of deep…