Probabilistic Hierarchical Bayesian Framework for Time-domain Model Updating and Robust Predictions O Sedehi, C Papadimitriou, LS Katafygiotis Mechanical Systems and Signal Processing 123, 648-673, 2019 | 77 | 2019 |
Sequential Bayesian Estimation of State and Input in Dynamical Systems using Output-only Measurements O Sedehi, C Papadimitriou, D Teymouri, LS Katafygiotis Mechanical Systems and Signal Processing 131, 659-688, 2019 | 62 | 2019 |
Hierarchical Bayesian Operational Modal Analysis: Theory and Computations O Sedehi, LS Katafygiotis, C Papadimitriou Mechanical Systems and Signal Processing 140 (C), 106663, 2020 | 49 | 2020 |
Experimental Study of RC Jacketed and CFRP Strengthened RC Beams H Tahsiri, O Sedehi, A Khaloo, EM Raisi Construction and Building Materials 95, 476-485, 2015 | 47 | 2015 |
Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics through a Hierarchical Bayesian Framework O Sedehi, C Papadimitriou, LS Katafygiotis Probabilistic Engineering Mechanics 60 (C), 103047, 2020 | 32 | 2020 |
Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features X Jia, O Sedehi, C Papadimitriou, LS Katafygiotis, B Moaveni Mechanical Systems and Signal Processing 170, 108784, 2022 | 30 | 2022 |
Nonlinear Model Updating through a Hierarchical Bayesian Modeling Framework X Jia, O Sedehi, C Papadimitriou, LS Katafygiotis, B Moaveni Computer Methods in Applied Mechanics and Engineering 392, 114646, 2022 | 22 | 2022 |
Input-State-Parameter-Noise Identification and Virtual Sensing in Dynamical Systems: A Bayesian Expectation-Maximization (BEM) Perspective D Teymouri, O Sedehi, LS Katafygiotis, C Papadimitriou Mechanical Systems and Signal Processing 185, 109758, 2023 | 13 | 2023 |
Bayesian Time-Domain Model Updating Considering Correlation of Prediction Errors LS Katafygiotis, O Sedehi, FR Rofooei 12th International Conference on Structural Safety and Reliability, TU Wien …, 2017 | 13 | 2017 |
Information Theoretic-based Optimal Sensor Placement for Virtual Sensing using Augmented Kalman Filtering T Ercan, O Sedehi, LS Katafygiotis, C Papadimitriou Mechanical Systems and Signal Processing 188, 110031, 2023 | 12 | 2023 |
Hierarchical Bayesian Uncertainty Quantification of Finite Element Models using Modal Statistical Information O Sedehi, C Papadimitriou, LS Katafygiotis Mechanical Systems and Signal Processing 179, 109296, 2022 | 10 | 2022 |
A Bayesian Expectation-Maximization (BEM) Methodology for Joint Input-state Estimation and Virtual Sensing of Structures D Teymouri, O Sedehi, C Papadimitriou, LS Katafygiotis Mechanical Systems and Signal Processing 169, 108602, 2022 | 10 | 2022 |
A Bayesian Framework for Calibration of Multiaxial Fatigue Curves VF Terrazas, O Sedehi, C Papadimitriou, LS Katafygiotis International Journal of Fatigue 163, 107105, 2022 | 5 | 2022 |
A New Online Bayesian Approach for the Joint Estimation of State and Input Forces using Response-only Measurements D Teymouri, O Sedehi, LS Katafygiotis, C Papadimitriou 13th International Conference on Applications of Statistics and Probability …, 2019 | 5 | 2019 |
Robust Optimal Sensor Placement for Response Reconstruction Using Output-Only Vibration Measurements T Ercan, O Sedehi, C Papadimitriou, LS Katafygiotis 29th European Safety and Reliability Conference (ESREL), Hannover, Germany …, 2019 | 4 | 2019 |
A Streamline Approach to Multiaxial Fatigue Monitoring using Virtual Sensing V Flores Terrazas, O Sedehi, C Papadimitriou, LS Katafygiotis Structural Control and Health Monitoring 29 (1), e2863, 2022 | 3 | 2022 |
Quantification of Aleatory Uncertainty in Modal Updating Problems using a New Hierarchical Bayesian Framework O Sedehi, D Teymouri, LS Katafygiotis, C Papadimitriou 13th International Conference on Applications of Statistics and Probability …, 2019 | 3 | 2019 |
A Time-domain Hierarchical Bayesian Approach for Model Updating O Sedehi, LS Katafygiotis, C Papadimitriou 16th European Conference on Earthquake Engineering (16ECEE), Thessaloniki …, 2018 | 3 | 2018 |
On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques O Sedehi, A Kosikova, C Papadimitriou, LS Katafygiotis Mechanical Systems and Signal Processing 208, 111021, 2024 | 2 | 2024 |
Bayesian structural identification using Gaussian Process discrepancy models AM Kosikova, O Sedehi, C Papadimitriou, LS Katafygiotis Computer Methods in Applied Mechanics and Engineering 417, 116357, 2023 | 2 | 2023 |