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Machine Learning based Prediction of Ditching Loads
We present approaches to predict dynamic ditching loads on aircraft fuselages using machine learning.
Adjoint-based Shape Optimization for the Minimization of Flow-induced Hemolysis in Biomedical Applications
An optimized shape, leading to a potential improvement in hemolysis induction up to 22%, is identified.
Fluid Dynamics
Adjoint Complement to the Universal Momentum Law of the Wall
As a direct consequence of the frequently employed assumption that all primal flow properties algebraically scale with the friction velocity, it is demonstrated that a simple algebraic expression provides a consistent closure of the adjoint momentum equation in the logarithmic layer.
Fluid Dynamics Optimization and Control
Adjoint Complement to the Volume-of-Fluid Method for Immiscible Flows
The dual scheme rigorously mirrors the primal Normalized-Variable-Diagram (NVD) stencils.
Fluid Dynamics Optimization and Control
