Journal Publications

Journal papers published by the ESRs:

Srivatsa, S.; Sieber, P.; Hofer, C.; Robert, A.; Raorane, S.; Marciszko-Wiąckowska, M.; Grabowski, K.; Nayak, M.M.; Chatzi, E.; Uhl, T. (2023) Dynamic Response Study of Piezoresistive Ti3C2-MXene Sensor for Structural Impacts. Sensors 2023, 23, 8463. DOI

Thomas Simpson; Nikolaos Dervilis; Philippe Couturier; Nico Maljaars ;Eleni Chatzi. (2023) Reduced order modeling of non-linear monopile dynamics via an AE-LSTM scheme DOI

Ercan, Tulay, Sedehi, Omid, Katafygiotis, Lambros S., & Papadimitriou, Costas. (2022). Information Theoretic-Based Optimal Sensor Placement for Virtual Sensing using Augmented Kalman Filtering. DOI

Paulo Gonzaga, Henrik Toft, Keith Worden, et. al. Impact of blade structural and aerodynamic uncertainties on wind turbine loads. Wind Energy. (2022); 25(6) 1060-1076. DOI

Ercan, Tulay, & Papadimitriou, Costas. (2022). Bayesian Optimal Sensor Placement for Parameter Estimation under Modeling and Input Uncertainties. DOI

S.Vettori, E.Di Lorenzo, B.Peeters, M.M.Luczak, E.Chatzi (2022) An adaptive-noise Augmented Kalman Filter approach for input-state estimation in structural dynamics Mechanical Systems and Signal Processing DOI

G.D.Pasparakis, I.A.Kougioumtzoglou, V.C.Fragkoulis, F.Kong, M.Beer (2022) Excitation–response relationships for linear structural systems with singular parameter matrices: A periodized harmonic wavelet perspective Mechanical Systems and Signal Processing DOI

Krzysztof Grabowski, Shreyas Srivatsa, Aniruddh Vasisht, Leon Mishnaevsky, Tadeusz Uhl (2022) Recent advances in MXene-based sensors for Structural Health Monitoring applications: A review Measurement DOI

Xinyu Jia, Omid Sedehi, Costas Papadimitriou, Lambros S. Katafygiotis, Babak Moaveni, (2022) Nonlinear model updating through a hierarchical Bayesian modeling framework, Computer Methods in Applied Mechanics and Engineering, Volume 392, 2022, 114646, ISSN 0045-7825, DOI LINK

Wei Chen; Wei Chen;Keegan J. Moore; Jean-Philippe Noël; Debasish Jana;Aryan Singh; Mengshi Jin;Mengshi Jin; Mattia Cenedese; Giancarlo Kosova; Matthew R. W. Brake; Christoph W. Schwingshackl; Satish Nagarajaiah. (2022) Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data, Part I: Measurement of nonlinear dynamics DOI

Tsokanas, Nikolaos;Thielemans, Laurane;Sputh, Bernhard;Pastorino, Roland;Stojadinovic, Bozidar. (2021) Three-level verification and validation approach for motorcycle subsystem testing using physical/virtual co-simulation DOI

G.D. Pasparakis, V.C. Fragkoulis, M. Beer, (2021) Harmonic wavelets based response evolutionary power spectrum determination of linear and nonlinear structural systems with singular matrices, Mechanical Systems and Signal Processing, Volume 149, 2021, 107203, ISSN 0888-3270, DOI LINK

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

N. Tsokanas, R. Pastorino, B. Stojadinovic (2021) A Comparison of Surrogate Modeling Techniques for Global Sensitivity Analysis in Hybrid Simulation Machine Learning and Knowledge Extraction DOI

W. Chen, D. Jana, A. Singh, M. Jin, M. Cenedese, G. Kosova, M. R. W. Brake, C. W. Schwingshackl, S. Nagarajaiah, K. J. Moore, J. P. Noël (2021). Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data; Part I: Measurement of nonlinear dynamics Mechanical Systems and Signal Processing DOI

M. Jin, G. Kosova, M. Cenedese, W. Chen, A. Singh, D. Jana, M. R. W. Brake, C. W. Schwingshackl, S. Nagarajaiah, K. J. Moore, J. P. Noël (2021). Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data; Part II – Nonlinear system identification Mechanical Systems and Signal Processing DOI

G.Tsialiamanis, M.D. Champneys, N. Dervilis, D. Wagg and K. Worden (2021). On the application of generative adversarial networks for nonlinear modal analysisMechanical Systems and Signal Processing DOI

Menghao Ping;Xinyu Jia;Papadimitriou, Costas; Xu Han; Chao Jiang (2021). Statistics-based Bayesian Modeling Framework for Uncertainty Quantification and PropagationMechanical Systems and Signal Processing DOI

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, OpenAire

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 T, Dertimanis VK and Chatzi EN (2020) Towards Data-Driven Real-Time Hybrid Simulation: Adaptive Modeling of Control Plants. Front. Built Environ. 6:570947. DOI

Tsokanas, Nikolaos;Stojadinovic, Bozidar. (2020) Evaluation of the Seismic Response of a Structure with an attached Pendulum using Stochastic Real-Time Hybrid Simulation DOI

Tsokanas, Nikolaos;Stojadinovic, Bozidar. (2020) A stochastic real-time hybrid simulation of the seismic response of a magnetorheological damper 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 in Book chapters:

George Tsialiamanis; David J. Wagg; Ifigeneia Antoniadou; Keith Worden. (2020) An Ontological Approach to Structural Health Monitoring DOI

Thomas Simpson; Dimitrios Giagopoulos; Vasilis K. Dertimanis; Eleni Chatzi. (2020) On Dynamic Substructuring of Systems with Localised Nonlinearities DOI

Nikolaos Tsokanas; Bozidar Stojadinovic. (2020) Design of an Actuation Controller for Physical Substructures in Stochastic Real-Time Hybrid Simulations DOI

Charilaos Mylonas; George Tsialiamanis; Keith Worden; Eleni Chatzi. (2021) Bayesian Graph Neural Networks for Strain-Based Crack Localization DOI

Tsialiamanis, (G.), Wagg, (D. J.), Gardner, (P. A.), Dervilis, (N.), & Worden, (K.) (2021). On partitioning of an SHM problem and parallels with transfer learning. In Topics in Modal Analysis & Testing, Volume 8 (pp. 41-50). Springer, Cham. 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

C. Papadimitriou (2018). Data-Driven Bayesian Uncertainty Quantification and Propagation
Framework for Dynamical Systems, The 9th International Conference on Computational Methods (ICCM 2018), Aug. 6-10 2028, Rome, Italy. (Abstract only) LINK

C. Papadimitriou (2019) Bayesian optimal experimental design framework for data-driven uncertainty iquantification in dytnamical systems, 14th International Conference on Vibration Problems (ICOVP 2019), Sept. 1-4, 2019, Herakleion, Crete, Greece. (Abstract only)

C. Papadimitriou, O. Sedehi, L.S. Katafygiotis (2019). Hierarchical Bayesian Modelling Framework for Data-Driven Uncertainty Quantification in Engineering Simulations, 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), June 24-26, 2019 (Abstract only). Invited Semi-Plenary Lecture