Journal Publications

See below the list of journal papers published by the ESRs:

Xinyu Jia; Sedehi, Omid; Papadimitriou, Costas; Lambros S. Katafygiotis; Moaveni, Babak (2021) Hierarchical Bayesian Modeling Framework for Model Updating and Robust Predictions in Structural Dynamics using Modal Features – Pre-print DOI

Siddhesh Raorane, Tadeusz Uhl and Pawel Packo (2021) Formulation and Stability Analysis of a Multi-Scale Modeling Approach for Simulation of Elastic Wave Propagation DOI

Tsialiamanis, George; Mylonas, Charilaos; Chatzi, Eleni; Dervilis, Nikolaos; Wagg, David; Worden, Keith (2021) Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces DOI

Tulay Ercan, Costas Papadimitriou (2021) Optimal Sensor Placement for Reliable Virtual Sensing Using Modal Expansion and Information Theory DOI

T Simpson, N Dervilis, E Chatzi (2021) Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks DOI

Shreyas Srivatsa, Paweł Paćko, Leon Mishnaevsky, Jr., Tadeusz Uhl and Krzysztof Grabowski (2021) Micromechanical modeling of nacre-mimetic Ti3C2-MXene nanocomposites with viscoelastic polymer matrix. DOI

George D. Pasparakis, Ketson R.M. dos Santos, Ioannis A. Kougioumtzoglou, Michael Beer (2021) Wind data extrapolation and stochastic field statistics estimation via compressive sampling and low rank matrix recovery methods. DOI

Tsokanas, Nikolaos; Zhu, Xujia; Abbiati, Giuseppe; Marelli, Stefano; Sudret, Bruno; Stojadinovic, Bozidar (2021) A global sensitivity analysis framework for hybrid simulation with stochastic substructures DOI

Tsokanas, Nikolaos; Simpson, Thomas; Pastorino, Roland; Chatzi, Eleni; Stojadinovic, Bozidar (2021) Model Order Reduction for Real-Time Hybrid Simulation: Comparing Polynomial Chaos Expansion and Neural Network methods DOI

Tsokanas, Nikolaos; Pastorino, Roland; Stojadinovic, Bozidar (2021) Adaptive model predictive control for actuation dynamics compensation in real-time hybrid simulation DOI

Srivatsa S; P Belthangadi; S Ekambaram; M Pai; P Sen; T Uhl; S Kumar; K Grabowski; M M Nayak (2021) Correction: Dynamic response study of Ti3C2-MXene films to shockwave and impact forces. DOI

Tsialiamanis, George; Wagg, David J; Dervilis, Nikolaos; Worden, Keith (2021) On generative models as the basis for digital twins DOI

Tsokanas, Nikolaos; Abbiati, Giuseppe; Kanellopoulos, Konstantinos; Stojadinovic, Bozidar; (2021) Multi-Axial Hybrid Fire Testing based on Dynamic Relaxation DOI

Shreyas Srivatsa, Pawe Pako, Leon Mishnaevsky, Jr., Tadeusz Uhl and Krzysztof Grabowski (2020) Deformation of Bioinspired MXene-Based Polymer Composites with Brick and Mortar Structures: A Computational Analysis. DOI

Tsokanas, N.; Wagg, D.; Stojadinovic, B. (2020) Robust Model Predictive Control for Dynamics Compensation in Real-Time Hybrid Simulation. LINK

Simpson, Thomas; Dertimanis, Vasilis; Papadimitriou, Costas; Chatzi, Eleni (2020) On the Potential of Dynamic Substructuring Methods for Model Updating- Pre-print DOI

Pasparakis, G. D., V. C. Fragkoulis, and M. Beer. (2020) Harmonic wavelets based response evolutionary power spectrum determination of linear and nonlinear structural systems with singular matrices. DOI

Simpson T, Dertimanis VK and Chatzi EN (2020) Towards Data-Driven Real-Time Hybrid Simulation: Adaptive Modeling of Control Plants. DOI

C Mylonas, G Tsialiamanis, K Worden (2020) Bayesian graph neural networks for strain-based crack localization DOI

Publications by DyVirt partners

Larson, Karen; Bowman, Clark; Papadimitriou, Costas; Koumoutsakos, Petros; Matzavinos, Anastasios. Detection of arterial wall abnormalities via Bayesian model selection 2019 DOI

O Sedehi, D Teymouri, LS Katafygioti (2019). Quantification of Aleatory Uncertainty in Modal Updating Problems using a New Hierarchical Bayesian Framework. Page 1. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13 Seoul, South Korea, May 26-30, 2019 DOI

Daniz Teymouri; Omid Sedehi; Lambros S. Katafygiotis; Costas Papadimitriou (2019). A New Online Bayesian Approach for the Joint Estimation of State and Input Forces using Response only Measurements. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13; Seoul, South Korea, May 26-30, 2019 DOI

Papadimitriou C. (2020) Optimal Sensor Placement for Response Reconstruction in Structural Dynamics. In: Barthorpe R. (eds) Model Validation and Uncertainty Quantification, Volume 3. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham DOI

Omid Sedehi , Lambros S. Katafygiotis and Costas Papadimitriou (2020) Hierarchical Bayesian Operational Modal Analysis: Theory and Computations. Mechanical Systems and Signal Processing DOI

Larson, K., Arampatzis, G., Bowman, C., Chen, Z., Hadjidoukas, P., Papadimitriou, C., & Matzavinos, A. (2021). Data-driven prediction and origin identification of epidemics in population networks. DOI