Hierarchical Bayesian uncertainty quantification of Finite Element models using modal statistical information von Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Probabilistic hierarchical Bayesian framework for time-domain model updating and robust predictions von Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Hierarchical Bayesian operational modal analysis: Theory and computations von Sedehi, Omid, Katafygiotis, Lambros S., Papadimitriou, Costas

Volltext

Information theoretic-based optimal sensor placement for virtual sensing using augmented Kalman filtering von Ercan, Tulay, Sedehi, Omid, Katafygiotis, Lambros S., Papadimitriou, Costas

Volltext

Bayesian structural identification using Gaussian Process discrepancy models von Kosikova, Antonina M., Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Input-state-parameter-noise identification and virtual sensing in dynamical systems: A Bayesian expectation-maximization (BEM) perspective von Teymouri, Daniz, Sedehi, Omid, Katafygiotis, Lambros S., Papadimitriou, Costas

Volltext

On the integration of Physics-Based Machine Learning with hierarchical Bayesian modeling techniques von Sedehi, Omid, Kosikova, Antonina M., Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features von Jia, Xinyu, Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S., Moaveni, Babak

Volltext

Nonlinear model updating through a hierarchical Bayesian modeling framework von Jia, Xinyu, Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S., Moaveni, Babak

Volltext

Sequential Bayesian estimation of state and input in dynamical systems using output-only measurements von Sedehi, Omid, Papadimitriou, Costas, Teymouri, Daniz, Katafygiotis, Lambros S.

Volltext

Data-driven uncertainty quantification and propagation in structural dynamics through a hierarchical Bayesian framework von Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Hierarchical Bayesian finite element model updating: Optimal weighting of modal residuals with application to FINO3 offshore platform von Teymouri, Daniz, Sedehi, Omid, Song, Mingming, Moaveni, Babak, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

A Bayesian Expectation-Maximization (BEM) methodology for joint input-state estimation and virtual sensing of structures von Teymouri, Daniz, Sedehi, Omid, Katafygiotis, Lambros S., Papadimitriou, Costas

Volltext

Experimental study of RC jacketed and CFRP strengthened RC beams von Tahsiri, Hamidreza, Sedehi, Omid, Khaloo, Alireza, Raisi, Elias Molaei

Volltext

A Bayesian framework for calibration of multiaxial fatigue curves von Flores Terrazas, Victor, Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Data-Driven Reconstruction of Dynamical Forces and Responses through Bayesian Expectation-Maximization and Modal Reduction Methods von Teymouri, Daniz, Sedehi, Omid, Katafygiotis, Lambros S., Papadimitriou, Costas

Volltext

A streamline approach to multiaxial fatigue monitoring using virtual sensing von Flores Terrazas, Victor, Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S.

Volltext

Experimental study of RC jacketed and CFRP strengthened RC beams von Tahsiri, Hamidreza, Sedehi, Omid, Khaloo, Alireza, Raisi, Elias Molaei

Volltext

Hierarchical Bayesian Model Updating for Nonlinear Structures Using Response Time Histories von Jia, Xinyu, Sedehi, Omid, Katafygiotis, Lambros S., Moaveni, Babak, Papadimitriou, Costas

Volltext

Hierarchical Bayesian Uncertainty Quantification of Finite Element Models using Modal Statistical Information von Sedehi, Omid, Papadimitriou, Costas, Katafygiotis, Lambros S

Volltext