84 citations · 84 across the 2 of their papers we have counts for
2 papers
cs.CE2018★ 84 cited
Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data
Maziar Raissi, Alireza Yazdani, George Em Karniadakis
We present hidden fluid mechanics (HFM), a physics informed deep learning framework capable of encoding an important class of physical laws governing fluid motions, namely the Navi…
math-ph2011
Finite element solution of multi-scale transport problems using the least squares based bubble function enrichment
A. Yazdani, V. Nassehi
This paper presents an optimum technique based on the least squares method for the derivation of the bubble functions to enrich the standard linear finite elements employed in the…