Fotis Kopsaftopoulos
Rensselaer Polytechnic Institute
H-index: 20
North America-United States
Top articles of Fotis Kopsaftopoulos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Probabilistic State Estimation Under Varying Loading States via the Integration of Time-Varying Autoregressive and Gaussian Process Models | Structural Health Monitoring | Ahmad Amer Shabbir Ahmed Fotis Kopsaftopoulos | 2024/2/12 |
Gaussian process regression for active sensing probabilistic structural health monitoring: experimental assessment across multiple damage and loading scenarios | Structural Health Monitoring | Ahmad Amer Fotis Kopsaftopoulos | 2023/3 |
Designing learning control algorithms for mechanical systems with complex dynamics | Fotis Kopsaftopoulos Johnson Samuel Santiago Paternain Sandipan Mishra | 2023 | |
Formal verification of safety-critical aerospace systems | IEEE Aerospace and Electronic Systems Magazine | Saswata Paul Elkin Cruz Airin Dutta Ankita Bhaumik Erik Blasch | 2023/1/25 |
Local and Global Structural Health Monitoring via Stochastic Functional Time Series Methods: A Critical Assessment and Comparison | Shabbir Ahmed Peiyuan Zhou Seth Zager Fotis Kopsaftopoulos | 2023 | |
Explainable Machine Learning Framework for Guided Waves Signal Reconstruction and Structural Health Monitoring Under Varying Operating and Environmental States | STRUCTURAL HEALTH MONITORING 2023 | YIMING FAN FOTIS KOPSAFTOPOULOS | 2023 |
Formal safety envelopes for provably accurate state classification by data-driven flight models | Journal of Aerospace Information Systems | Elkin Cruz-Camacho Ahmad Amer Fotis Kopsaftopoulos Carlos A Varela | 2022/12 |
Bayesian Damage Estimation with Regularized Data-Driven Stochastic Time Series Model | STRUCTURAL HEALTH MONITORING 2023 | PEIYUAN ZHOU FOTIS KOPSAFTOPOULOS | 2023 |
Active sensing ultrasonic guided wave-based damage diagnosis via stochastic stationary time-series models | Structural Health Monitoring | Shabbir Ahmed Fotis Kopsaftopoulos | 2023/11/25 |
A Data-sparse Approach to In-situ Fault Detection and Identification for Metal Additive Manufacturing | STRUCTURAL HEALTH MONITORING 2023 | ALVIN CHEN FOTIS KOPSAFTOPOULOS SANDIPAN MISHRA | 2023 |
Machine-Learning Based Rotor Fault Diagnosis in a Multicopter with Strain Data | AIAA Journal | Airin Dutta Robert Niemiec Fotis Kopsaftopoulos Farhan Gandhi | 2023/9 |
An unsupervised online anomaly detection method for metal additive manufacturing processes via a statistical time-frequency domain algorithm | Structural Health Monitoring | Alvin Chen Fotis Kopsaftopoulos Sandipan Mishra | 2023 |
Time-series assisted machine learning framework for probabilistic rotor fault diagnosis on multicopters under varying operating conditions | Airin Dutta Robert Niemiec Farhan Gandhi Fotis Kopsaftopoulos | 2022 | |
Statistical active-sensing structural health monitoring via stochastic time-varying time series models | Shabbir Ahmed Fotis Kopsaftopoulos | 2022/6/8 | |
A machine learning framework for physics-based multi-fidelity modeling and health monitoring for a composite wing | Gaurav Makkar Cameron Smith George Drakoulas Fotis Kopsaftopoulos Farhan Gandhi | 2022/10/30 | |
Multicopter fault detection and identification via data-driven statistical learning methods | AIAA Journal | Airin Dutta Michael E McKay Fotis Kopsaftopoulos Farhan Gandhi | 2022/1 |
Statistical guided-waves-based structural health monitoring via stochastic non-parametric time series models | Structural Health Monitoring | Ahmad Amer Fotis P Kopsaftopoulos | 2022/5 |
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 Varela Fotis Kopsaftopoulos | 2022/10/6 | |
Stochastic identification-based active sensing acousto-ultrasound shm using stationary time series models | arXiv preprint arXiv:2201.11233 | Shabbir Ahmed Fotis Kopsaftopoulos | 2022/1/26 |
A Machine Learning Framework for Reduced Order Modeling of Guided Waves Propagation | George Drakoulas Theodoros Gortsas Charilaos Kokkinos Fotis Kopsaftopoulos Demosthenes Polyzos | 2022/9 |
Co-Authors
