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physics.soc-ph2020
High Fidelity Modeling of Aerosol Pathogen Propagation in Built Environments with Moving Pedestrians
Rainald Löhner, Harbir Antil
A high fidelity model for the propagation of pathogens via aerosols in the presence of moving pedestrians is proposed. The key idea is the tight coupling of computational fluid dyn…
math.OC2020
Fractional Deep Neural Network via Constrained Optimization
Harbir Antil, Ratna Khatri, Rainald Löhner +1
This paper introduces a novel algorithmic framework for a deep neural network (DNN), which in a mathematically rigorous manner, allows us to incorporate history (or memory) into th…