Applications of automatic differentiation in topology optimization
The goal of this article is to demonstrate the applicability and to discuss the advantages and
disadvantages of automatic differentiation in topology optimization. The technique makes it …
disadvantages of automatic differentiation in topology optimization. The technique makes it …
Aeroacoustic and Aerodynamic Adjoint-Based Shape Optimization of an Axisymmetric Aero-Engine Intake
A continuous adjoint-based aeroacoustic optimization, based on a hybrid model including
the Ffowcs Williams–Hawkings (FW–H) acoustic analogy, to account for the multidisciplinary …
the Ffowcs Williams–Hawkings (FW–H) acoustic analogy, to account for the multidisciplinary …
Efficient airframe noise reduction framework via adjoint-based shape optimization
This paper presents an efficient adjoint-based shape optimization framework for airframe
noise reduction in which algorithmic differentiation (AD) is applied to the open-source …
noise reduction in which algorithmic differentiation (AD) is applied to the open-source …
Integrated field inversion and machine learning with embedded neural network training for turbulence modeling
JR Holland - 2019 - search.proquest.com
A rich set of experimental and high fidelity simulation data is available to improve Reynolds
Averaged Navier Stokes (RANS) models of turbulent flow. In practice, using this data is …
Averaged Navier Stokes (RANS) models of turbulent flow. In practice, using this data is …
[HTML][HTML] Influence of Free Surface on the Hydrodynamic and Acoustic Characteristics of a Highly Skewed Propeller
D Yu, Y Yu, S Yang - Journal of Marine Science and Engineering, 2024 - mdpi.com
The noise analysis of a large-scale aquaculture vessel reveals that during its navigation, the
primary equipment noise, particularly from the propeller, exerts a notable influence on the …
primary equipment noise, particularly from the propeller, exerts a notable influence on the …
[PDF][PDF] Continuous adjoint-based aeroacoustic shape optimization of an aero-engine intake
CONTINUOUS ADJOINT–BASED AEROACOUSTIC SHAPE OPTIMIZATION OF AN AERO–ENGINE
INTAKE Page 1 National Technical University of Athens, Lab. Of Thermal Turbomachines …
INTAKE Page 1 National Technical University of Athens, Lab. Of Thermal Turbomachines …
[BUCH][B] Low-cost Unsteady Discrete Adjoint Techniques for Aeroacoustic Optimization
S Nimmagadda - 2019 - search.proquest.com
With the rapid growth of aircraft traffic and the new modes of transport such as Urban Air
Mobility systems crowding the air space, aircraft noise is no longer a mere design constraint …
Mobility systems crowding the air space, aircraft noise is no longer a mere design constraint …
[PDF][PDF] Numerical optimization for airframe noise reduction
BY Zhou - 2018 - scholar.archive.org
Airframe noise, which is primarily generated by the nose and main landing gears as well as
the high-lift devices such as the leading-edge slats and trailing-edge flaps, is the dominant …
the high-lift devices such as the leading-edge slats and trailing-edge flaps, is the dominant …
[PDF][PDF] Aerodynamic optimization using FSI coupled adjoints in SU2
C Venkatesan-Crome, R Sanchez… - … mechanics (ECCM 6) …, 2018 - congress.cimne.com
This paper discusses the development of the native non-linear fluid-structure interaction
solver in the open source SU2 package, along with the coupled adjoint calculations for …
solver in the open source SU2 package, along with the coupled adjoint calculations for …