4 citations · 9 across the 9 of their papers we have counts for
3 papers · 1 filter
Physics-informed neural networks for improving cerebral hemodynamics predictions
Mohammad Sarabian, Hessam Babaee, Kaveh Laksari
Determining brain hemodynamics plays a critical role in the diagnosis and treatment of various cerebrovascular diseases. In this work, we put forth a physics-informed deep learning…
Skeletal Model Reduction with Forced Optimally Time Dependent Modes
A. G. Nouri, H. Babaee, P. Givi +2
Sensitivity analysis with forced optimally time dependent (f-OTD) modes is introduced and its application for skeletal model reduction is demonstrated. f-OTD expands the sensitivit…
On-the-fly Reduced Order Modeling of Passive and Reactive Species via Time-Dependent Manifolds
Donya Ramezanian, Arash G. Nouri, Hessam Babaee
One of the principal barriers in developing accurate and tractable predictive models in turbulent flows with a large number of species is to track every species by solving a separa…