Publications

Damien Guého, P. Singla, D. Huang (2022). Application of the Time-Varying Koopman Operator for Bifurcation Analysis in Hypersonic Aerothermoelasticity. 2022 AIAA SciTech Forum and Exposition, San Diego, CA.

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Damien Guého, M. Majji, P. Singla (2021). Data-Based Modeling and Control of Dynamical Systems - Parameter Estimation. 2021 IEEE Conference on Decision and Control, Virtual.

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Damien Guého, P. Singla, M. Majji, J.-N. Juang (2021). Advances in System Identification: Theory and Applications. 2021 IEEE Conference on Decision and Control, Virtual.

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Damien Guého, P. Singla, M. Majji (2021). Time-Varying Koopman Operator Theory for Nonlinear Systems Prediction. 2021 IEEE Conference on Decision and Control, Virtual.

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Damien Guého, P. Singla, M. Majji, R. G. Melton (2021). A Filtered Integral Formulation of the Sparse Model Identification Problem. Journal of Guidance, Control, and Dynamics.

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Damien Guého, P. Singla, D. Huang (2021). Time-varying Linear Reduced Order Model for Hypersonic Aerothermoelastic Analysis. 2021 AIAA SciTech Forum and Exposition, Virtual.

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Damien Guého, P. Singla, D. Huang (2021). Sparse Nonlinear System Identification for Hypersonic Aerothermoelastic Analysis with Stochastic Loads. 2021 AIAA SciTech Forum and Exposition, Virtual.

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Damien Guého, P. Singla, R. G. Melton (2020). Data-Driven Sparse Approximation for the Identification of Nonlinear Dynamical Systems - Application in Astrodynamics. 2019 AIAA/AAS Astrodynamics Specialist Conference, Virtual.

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A. Jain, Damien Guého, P. Singla (2020). A Computationally Efficient Approach for Stochastic Reachability Set Analysis. 2020 AIAA SciTech Forum and Exposition, Orlando, FL.

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Damien Guého, D. Schwab, P. Singla, R. G. Melton (2020). A Comparison of Parametric and Non-Parametric Machine Learning Approaches for the Uncertain Lambert Problem. 2020 AIAA SciTech Forum and Exposition, Orlando, FL.

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Damien Guého, G. He, P. Singla, R. G. Melton (2019). Optimal Spacecraft Docking Maneuver Using Direct and Indirect Collocation Method and Particle Swarm Optimization. 2019 AIAA/AAS Astrodynamics Specialist Conference, Portland, ME.

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A. Jain, Damien Guého, P. Singla, M. Akella (2019). Stochastic Reachability Analysis for the Hypersonic Re-entry Problem. 2019 AAS/AIAA Space Flight Mechanics Meeting, Ka’anapali, Maui, HI.

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Damien Guého, P. Singla, R. G. Melton (2019). Investigation of Different Neural Network Architectures for Dynamic System Identification - Application to Orbital Mechanics. 2019 AAS/AIAA Space Flight Mechanics Meeting, Ka’anapali, Maui, HI.

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J. Reiter, Damien Guého, D. B. Spencer, R. G. Melton, P. Singla (2018). Reconstruction of Non-Cooperative Spacecraft Maneuvers During Observation Gaps From Angles-Only Measurements Using Machine Learning. 69th International Astronautical Congress, Bremen, Germany.

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Damien Guého, R. G. Melton, P. Singla (2018). Learning Capabilities of Neural Networks and Keplerian Dynamics. 2018 AIAA/AAS Astrodynamics Specialist Conference, Snowbird, UT.

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