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Raphaël Gautier
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引用次数
引用次数
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Non-intrusive parametric reduced order models with high-dimensional inputs via gradient-free active subspace
D Rajaram, RH Gautier, C Perron, OJ Pinon-Fischer, D Mavris
AIAA Aviation 2020 Forum, 3184, 2020
212020
A fully Bayesian gradient-free supervised dimension reduction method using Gaussian processes
R Gautier, P Pandita, S Ghosh, D Mavris
International Journal for Uncertainty Quantification 12 (2), 19-51, 2022
172022
A model-based approach to the automated design of micro-autonomous multirotor vehicle systems
A Cheng, Z Fisher, R Gautier, KD Cooksey, N Beals, D Mavris
American Helicopter Society 72nd Annual Forum and Technology Display, 2016
102016
A fully Bayesian gradient-free supervised dimension reduction method using Gaussian processes
R Gautier, P Pandita, S Ghosh, D Mavris
arXiv preprint arXiv:2008.03534, 2020
82020
Uncertainty Quantification on a Parallel Hybrid-Electric Propulsion EPFD Vehicle
J Uzodinma, T Zaidi, M Walter, R Gautier, DN Mavris
AIAA SCITECH 2023 Forum, 0839, 2023
72023
Design and manufacturing of a coaxial-rotor fixed-wing VTOL UAV
ZC Fisher, RH Gautier, CA Wilson, MJ Steffens, DN Mavris
2018 AIAA Aerospace Sciences Meeting, 1010, 2018
42018
Impact of Technological Uncertainty on Design Parameter Selection of the NASA Parallel Hybrid-Electric Propulsion EPFD Vehicle
RH Gautier, L Teta, J Uzodinma, T Pattanayak, M Walter, T Zaidi, ...
AIAA AVIATION 2023 Forum, 4501, 2023
32023
Design space reduction using multi-fidelity model-based active subspaces
B Mufti, C Perron, R Gautier, DN Mavris
AIAA AVIATION 2023 Forum, 3592, 2023
22023
Sensitivity Analysis within the Benefit Region of the NASA Parallel Hybrid-Electric Propulsion EPFD Vehicle
M Walter, J Uzodinma, T Zaidi, RH Gautier, L Teta, DN Mavris
AIAA AVIATION 2023 Forum, 4504, 2023
22023
Uncertainty Analysis of Turbofan and Turboprop Architectures for Hybrid Electric Propulsion in NASA EPFD Vehicles
T Pattanayak, J Uzodinma, RH Gautier, M Walter, T Zaidi, D Mavris
AIAA AVIATION FORUM AND ASCEND 2024, 3826, 2024
12024
Bayesian, Gradient-Free, and Multi-Fidelity Supervised Dimension Reduction Methods for Surrogate Modeling of Expensive Analyses with High-Dimensional Inputs.
R Gautier
Georgia Institute of Technology, Atlanta, GA, USA, 2022
12022
A configuration-independent modeling toolset for the analysis of small-scale electric-powered UAVs
RH Gautier, ZC Fisher, CB McMillan, MJ Steffens, DN Mavris
2018 AIAA Modeling and Simulation Technologies Conference, 1918, 2018
12018
Sensitivity Analysis of Missing Data and Imputation Techniques in Flight Safety Event Detection
ES Okuma Hayachiguti, A Arra, J Bhanpato, RH Gautier, MR Kirby, ...
AIAA AVIATION FORUM AND ASCEND 2024, 4660, 2024
2024
Identifying Precursors to Flight Safety Events: A Comparative Analysis of Machine Learning Models Using FOQA Data
N Lepez Da Silva Duarte, B Ravikanti, J Bhanpato, RH Gautier, MR Kirby, ...
AIAA AVIATION FORUM AND ASCEND 2024, 4659, 2024
2024
Micro Autonomous Systems Research: Systems Engineering Processes for Micro Autonomous Systems
KD Cooksey, M Kim, D Thanki, B Leung, Z Fisher, A Cheng, R Gautier, ...
Georgia Institute of Technology Atlanta United States, 2016
2016
MICRO AUTONOMOUS SYSTEMS RESEARCH: SYSTEMS ENGINEERING PROCESSES FOR
DRKD COOKSEY, D LOCASCIO, E SCHAUS, Z FISHER, A CHENG, ...
2015
Design and Control of an Autonomous Underwater Vehicle for the RoboSub Competition
C Ramée, R Gautier, P Valdez, S Seifert, S Dubin, J Chen, H Chen, ...
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