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physics.ao-ph2024
Learning Surrogate Rainfall-driven Inundation Models with Few Data
Marzieh Alireza Mirhoseini
Flood hazard assessment demands fast and accurate predictions. Hydrodynamic models are detailed but computationally intensive, making them impractical for quantifying uncertainty o…
q-bio.NC2024
Oja's plasticity rule overcomes several challenges of training neural networks under biological constraints
Navid Shervani-Tabar, Marzieh Alireza Mirhoseini, Robert Rosenbaum
Deep neural networks have achieved impressive performance through carefully engineered training strategies. Nonetheless, such methods lack parallels in biological neural circuits,…