Training a Neural-Network-Based Surrogate Model for Aerodynamic Optimisation Using a Gaussian Process
Author:
Affiliation:
1. Center of Excellence for Aeronautics & Astronautics, King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia
2. Department of Aeronautics and Astronautics, Stanford University, Stanford, CA, USA
Funder
Air Force Office of Scientific Research
King Abdulaziz City for Science and Technology
Publisher
Informa UK Limited
Subject
Mechanical Engineering,Mechanics of Materials,Energy Engineering and Power Technology,Condensed Matter Physics,Aerospace Engineering,Computational Mechanics
Link
https://www.tandfonline.com/doi/pdf/10.1080/10618562.2022.2138863
Reference39 articles.
1. Training a Neural-Network-Based Surrogate Model for Aerodynamic Optimization Using a Gaussian Process
2. Towards Real-Time Computational-Fluid-Dynamics-Based Aeroelastic Computations Using a Database of Reduced-Order Information
3. Bui, T., D. Hernandez-Lobato, J. Hernandez-Lobato, Y. Li, and R. Turner. 2016. “Deep Gaussian Processes for Regression using Approximate Expectation Propagation.” In Proceedings of The 33rd International Conference on Machine Learning, Proceedings of Machine Learning Research, Vol. 48, edited by M. F. Balcan and K. Q. Weinberger, 1472–1481. New York, NY, USA: PMLR. https://proceedings.mlr.press/v48/bui16.html.
4. A novel approach for ANFIS modelling based on full factorial design
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