USING SYSTEM DYNAMICS APPROACH TO EXPLORE THE MODE SHIFT BETWEEN AUTOMATED VEHICLES, CONVENTIONAL VEHICLES, AND PUBLIC TRANSPORT IN MELBOURNE, AUSTRALIA

Using System Dynamics Approach to Explore the Mode Shift between Automated Vehicles, Conventional Vehicles, and Public Transport in Melbourne, Australia

With the increasing use of automated vehicles (AVs) in the coming decades, government authorities and private companies must leverage their potential disruption to benefit society.Few studies have considered the impact of AVs towards mode shift by considering a range of factors at the city level, especially in Australia.To address this knowledge ga

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Dual number-based variational data assimilation: Constructing exact tangent linear and adjoint code from nonlinear model evaluations.

Dual numbers allow Vitamin E for automatic, exact evaluation of the numerical derivative of high-dimensional functions at an arbitrary point with minimal coding effort.We use dual numbers to construct tangent linear and adjoint model code for a biogeochemical ocean model and apply it to a variational (4D-Var) data assimilation system when coupled t

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Transforming growth factor-β signaling modifies the hematopoietic acute inflammatory response to drive bone marrow failure

Bone marrow failure syndromes are characterized by ineffective hematopoiesis due to impaired fitness of hematopoietic stem cells.They can be acquired during bone marrow stress or innate and are associated with driver genetic mutations.Patients with a bone marrow failure syndrome are at higher risk of developing secondary neoplasms, including myelod

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