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Proceedings Papers

Proc. ASME. GT2023, Volume 1: Aircraft Engine, V001T01A017, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-102024
.... It was created using tkinter , a GUI (graphical user interface) module that is built into the standard Python library. Employing tkinter greatly facilitates the sharing of ML application as an executable file which can be run on Windows machines (without the need to have Python or any library installed...
Proceedings Papers

Proc. ASME. GT2020, Volume 1: Aircraft Engine; Fans and Blowers, V001T01A022, September 21–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: GT2020-14661
...) written in Python, with TensorFlow (an open-source Google machine learning library) serving as the backend engine. The current engine-weight prediction results, together with those for the TSFC (thrust specific fuel consumption) and core-size predictions that were studied previously by the author, show...
Proceedings Papers

Proc. ASME. GT2019, Volume 1: Aircraft Engine; Fans and Blowers; Marine; Honors and Awards, V001T01A022, June 17–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: GT2019-91432
... of machine learning for aircraft engine preliminary design. machine learning core size database Python USING MACHINE LEARNING TO PREDICT CORE SIZES OF HIGH-EFFICIENCY TURBOFAN ENGINES Michael T. Tong National Aeronautics and Space Administration John H. Glenn Research Center Cleveland, Ohio 44135...