A comparison of parametric and non-parametric machine learning approaches for the uncertain Lambert problem D Guého, D Schwab, P Singla, RG Melton AIAA Scitech 2020 Forum, 1911, 2020 | 10 | 2020 |
Filtered Integral Formulation of the Sparse Model Identification Problem D Guého, P Singla, M Majji, RG Melton Journal of Guidance, Control, and Dynamics, 1-16, 2021 | 5 | 2021 |
A computationally efficient approach for stochastic reachability set analysis A Jain, D Guého, P Singla AIAA Scitech 2020 Forum, 0851, 2020 | 5 | 2020 |
Stochastic reachability analysis for the hypersonic re-entry problem A Jain, D Guého, P Singla, M Akella 29th AAS/AIAA Space Flight Mechanics Meeting, 2019, 2455-2476, 2019 | 5 | 2019 |
Time-Varying Koopman Operator Theory for Nonlinear Systems Prediction D Guého, P Singla, M Majji 2021 IEEE Conference on Decision and Control, 2021 | 4 | 2021 |
Investigation of different neural network architectures for dynamic system identification: Applications to orbital mechanics D Guého, P Singla, RG Melton 29th AAS/AIAA Space Flight Mechanics Meeting, 2019, 1789-1803, 2019 | 4 | 2019 |
Time-varying Linear Reduced Order Model for Hypersonic Aerothermoelastic Analysis D Guého, P Singla, D Huang AIAA Scitech 2021 Forum, 2021 | 3 | 2021 |
Data-Driven Sparse Approximation for the Identification of Nonlinear Dynamical systems - Application in Astrodynamics D Guého, P Singla, RG Melton 2020 AIAA/AAS Astrodynamics Specialist Conference, 2020 | 3 | 2020 |
Koopman Operators for Bifurcation Analysis in Hypersonic Aerothermoelasticity D Guého, D Huang, P Singla AIAA SCITECH 2022 Forum, 2022 | 2 | 2022 |
Learning Capabilities of Neural Network and Keplerian Dynamics D Guého, RG Melton, P Singla 2018 AIAA/AAS Astrodynamics Specialist Conference, 2018 | 2 | 2018 |
Advances in System Identification - Theory and Applications D Guého, P Singla, M Majji, JN Juang 2021 IEEE Conference on Decision and Control, 2021 | 1 | 2021 |
Data-Based Modeling and Control of Dynamical Systems - Parameter Estimation D Guého, M Majji, P Singla 2021 IEEE Conference on Decision and Control, 2021 | 1 | 2021 |
Sparse Nonlinear System Identification for Hypersonic Aerothermoelastic Analysis with Stochastic Loads D Guého, P Singla, D Huang AIAA Scitech 2021 Forum, 1609, 2021 | 1 | 2021 |
Optimal spacecraft docking maneuver using direct and indirect collocation method and particle swarm optimization D Guého, G He, P Singla, RG Melton AIAA/AAS Astrodynamics Specialist Conference, 848, 2019 | 1 | 2019 |
Reconstruction of Non-Cooperative Spacecraft Maneuvers During Observation Gaps From Angles-Only Measurements Using Machine Learning J Reiter, D Guého, DB Spencer, RG Melton, P Singla 69th International Astronautical Congress, 2018 | | 2018 |