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cs.CE2022
Scalable In Situ Compression of Transient Simulation Data Using Time-Dependent Bases
Shaghayegh Zamani Ashtiani, Mujeeb R. Malik, Hessam Babaee
Large-scale simulations of time-dependent problems generate a massive amount of data and with the explosive increase in computational resources the size of the data generated by th…
cs.CE2021
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…