A novel robust MPC based aircraft auto-throttle for performing 4D contract flights. - Vangelis Petratos; Dimitrios Dimogianopoulos; Fotis Kopsaftopoulos; Spilios D. Fassois (ASCC, 2013)

An adaptive time series framework for aircraft 4D trajectory conformance monitoring. - Fotis P. Kopsaftopoulos; Spilios D. Fassois (ECC, 2013)

A Stochastic Global Identification Framework for Aerospace Vehicles Operating Under Varying Flight States. - Fotis Kopsaftopoulos; Raphael Nardari; Yu-Hung Li; Fu-Kuo Chang (CoRR, 2016)

An Adaptive Time-Series Probabilistic Framework for 4-D Trajectory Conformance Monitoring. - Dimitrios Sotiriou; Fotis Kopsaftopoulos; Spilios D. Fassois (IEEE Trans. Intell. Transp. Syst., 2016)

Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches. - Xi Chen 032; Fotis Kopsaftopoulos; Qi Wu 003; He Ren; Fu-Kuo Chang (Sensors, 2018)

A Dynamic Data-Driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-Feel Aerospace Vehicles. - Fotis Kopsaftopoulos; Fu-Kuo Chang (Handbook of Dynamic Data Driven Applications Systems, 2018)

A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification. - Xi Chen 032; Fotis Kopsaftopoulos; Qi Wu 003; He Ren; Fu-Kuo Chang (Sensors, 2019)

Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models. - Shabbir Ahmed; Ahmad Amer; Carlos A. Varela; Fotis Kopsaftopoulos (DDDAS, 2020)

Towards Provably Correct Probabilistic Flight Systems. - Elkin Cruz-Camacho; Saswata Paul; Fotis Kopsaftopoulos; Carlos A. Varela (DDDAS, 2020)

Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. - Saswata Paul; Fotis Kopsaftopoulos; Stacy Patterson; Carlos A. Varela (DDDAS, 2020)

Stochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models. - Shabbir Ahmed; Fotis Kopsaftopoulos (Sensors, 2021)

Statistical Active-Sensing Structural Health Monitoring via Stochastic Time-Varying Time Series Models. - Shabbir Ahmed; Fotis Kopsaftopoulos (ACC, 2022)

On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series Models. - Peiyuan Zhou; Saswata Paul; Airin Dutta; Carlos A. Varela; Fotis Kopsaftopoulos (DDDAS, 2022)

Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models. - Elkin Cruz-Camacho; Ahmad Amer; Fotis Kopsaftopoulos; Carlos A. Varela (J. Aerosp. Inf. Syst., 2023)

Online Fault Detection for Metal Additive Manufacturing with Data-Driven Time Series Models. - Alvin Chen; Fotis Kopsaftopoulos; Sandipan Mishra (DDDAS/Infosymbiotics, 2024)

Information Fusion of Ultrasonic Waves and Low-Frequency Vibrations: Leveraging Probabilistic Machine Learning and Stochastic Time Series Models for Structural Awareness. - Peiyuan Zhou; Yiming Fan; Fotis Kopsaftopoulos (DDDAS/Infosymbiotics, 2024)