Funding for this research was provided by:
Air Force Office of Scientific Research (FA9550-15-1-0038)
Article History
Received: 15 August 2019
Revised: 10 November 2019
Accepted: 6 January 2020
First Online: 9 March 2020
Compliance with ethical standards
:
: The authors whose names are listed below the title of this manuscript certify that they have no conflict of interest.
: The codes needed for reproducing the results in this paper are available online under open-source licenses. After installing TensorFlow, the scripts to generate the results presented in this paper are available on. The Rosenbrock function test results given in Section could be reproduced using files available in the repository “Rosenbrock.” The scripts constructing the mSANN and predicting the aerodynamic coefficients given in Section are available in the repository “Analysis.” The optimization results given in Section could be reproduced using the script files hosted in the repository “Optimization.” In addition, ADflow is available onfor reproducing ADflow results.