Inverse resolution of spatially varying diffusion coefficient using Physics-Informed neural networks

no code implementations • 6 Mar 2024 • Sukirt Thakur, Ehsan Esmaili, Sarah Libring, Luis Solorio, Arezoo M. Ardekani

The robustness of the method as an inverse solver was tested using both numerical and experimental datasets.

A consistent and conservative model and its scheme for $N$-phase-$M$-component incompressible flows

no code implementations • 12 Jan 2021 • Ziyang Huang, Guang Lin, Arezoo M. Ardekani

Numerical tests indicate that the proposed model and scheme are effective and robust to study various challenging multiphase and multicomponent flows.

Computational Physics Numerical Analysis Numerical Analysis Fluid Dynamics