Artificial neural networks to predict aerodynamic coefficients of transport airplanes

NR Secco, BS Mattos - Aircraft Engineering and Aerospace …, 2017 - emerald.com
Purpose Multidisciplinary design frameworks elaborated for aeronautical applications
require considerable computational power that grows enormously with the utilization of …

[HTML][HTML] An innovative approach for integrated airline network and aircraft family optimization

J Alexandre, TG Fregnani, BS De Mattos… - Chinese Journal of …, 2020 - Elsevier
The determination of optimal aerial transport networks and their associated flight
frequencies is crucial for the strategic planning of airlines, as well as for carrying out market …

[HTML][HTML] Multidisciplinary design optimization of UAV under uncertainty

M Hosseini, M Nosratollahi, H Sadati - Journal of Aerospace …, 2017 - SciELO Brasil
Uncertainty-based multidisciplinary design optimization considers probabilistic variables
and parameters and provides an approach to account for sources of uncertainty in design …

Artificial neural networks applied to airplane design

NR Secco, BS Mattos - 53rd AIAA aerospace sciences meeting, 2015 - arc.aiaa.org
Multi-disciplinary frameworks for airplane optimal design require a lot of computational
power, which grows enormeously if higher fidelity tools are used to model aeronautical …

An innovative approach for integrated airline network and aircraft family optimization

JA Fregnani, BS Mattos, JA Hernandes - AIAA Aviation 2019 Forum, 2019 - arc.aiaa.org
The determination of optimal aerial transport networks and their associated flight
frequencies is crucial for the strategic planning of airlines, as well as for carrying out market …

[PDF][PDF] Airline Network-Airplane Integrated Optimization Considering Manufacturer's Program Cost

JA Fregnani, BS Mattos, JA Hernandes - ICAS 2020, 2021 - academia.edu
Aerial network routes and their flight frequencies are crucial for the strategic planning of
airlines, Airlines must choose optimum airplane types to improve revenue and to reduce …

[PDF][PDF] CORRELATION MODELLING OF SURFACE INVISCID FLOW CHARACTERISTICS AND FRICTION DISTRIBUTION BASED ON MACHINE LEARNING

Z Shule, Z Weiwei - icas.org
This paper proposes a physics guided machine learning modelling approach for skin friction
distributions with high generalizability. Based on the numerical solution of Euler's equation …

Conceptual optimal design of environmentally friendly airliners: a review of available methodologies and their integration into a consistent framework for everyday use

PC Magalhaes, BS Mattos - 16th AIAA/ISSMO Multidisciplinary Analysis …, 2015 - arc.aiaa.org
This work is concerned with airliner conceptual design taking into account noise and
emission constraints. In this highlight, a framework for conceptual design that was …

[引用][C] Conceptual optimal design of environmentally friendly airliners: A review of available methodologies and their integration into a consistent framework for …

BS De Mattos - Sensor Netw Data Commun, 2015

[引用][C] Simultaneous Airline Network and Aircraft Optimization Considering Manufacturers Net Present Value