[HTML][HTML] A deep neural network reduced order model for unsteady aerodynamics of pitching airfoils
G Baldan, A Guardone - Aerospace Science and Technology, 2024 - Elsevier
A machine learning framework is developed to compute the aerodynamic forces and
moment coefficients for a pitching NACA0012 airfoil incurring in light and deep dynamic …
moment coefficients for a pitching NACA0012 airfoil incurring in light and deep dynamic …
Wall-resolved large eddy simulations of a pitching NACA0012 incurring in deep dynamic stall
G Baldan, A Guardone - arXiv preprint arXiv:2405.12036, 2024 - arxiv.org
This study investigates the flow evolution past a pitching NACA0012 airfoil undergoing deep
dynamic stall using a wall-resolved large eddy simulation approach. Numerical results are …
dynamic stall using a wall-resolved large eddy simulation approach. Numerical results are …
The effects of turbulence modeling on dynamic stall
G Baldan, F Manara, G Frassoldati, A Guardone - Acta Mechanica, 2025 - Springer
A numerical investigation of the flow evolution over a pitching NACA 0012 airfoil incurring in
deep dynamic stall phenomena is presented. The experimental data at Reynolds number …
deep dynamic stall phenomena is presented. The experimental data at Reynolds number …
A deep neural network physics-based reduced order model for dynamic stall
G Baldan, A Guardone - arXiv preprint arXiv:2401.14728, 2024 - arxiv.org
Dynamic stall is a challenging fluid dynamics phenomenon occurring during rapid transient
motion of airfoils where the angle of attack exceeds the static stall angle. Understanding …
motion of airfoils where the angle of attack exceeds the static stall angle. Understanding …
A UDF-Based Approach for the Dynamic Stall Evaluation of Airfoils for Micro-Air Vehicles
DA Sterpu, D Măriuța, LT Grigorie - Biomimetics, 2024 - mdpi.com
A numerical method for generating dynamic stall using ANSYS Fluent and a user-defined
function (UDF), with the complete script shared for reference, is introduced and tested. The …
function (UDF), with the complete script shared for reference, is introduced and tested. The …