Kashyap S, Rogers T, & Nayek R (2023). Model-form estimation in nonlinear MDOF systems (in preparation)
Anas M, Thorat RV, Chatterjee S, & Nayek R (2023). Data-driven reliability estimation of hyperelastic systems with unknown model (in preparation)
Nayek R, Abdessalem AB, Dervilis N, Cross EJ & Worden K (2022). Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation, Mechanical Systems and Signal Processing
Tripathi U, Garg S, Nayek R & Chakraborty S (2022). Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems, Probabilistic Engineering Mechanics
Mathpati Y, More KS, Tripura T, Nayek R & Chakraborty S (2022). MAntRA: A framework for model agnostic reliability analysis, Reliability Engineering and System Safety
Nayek R, Fuentes R, Worden K & Cross EJ (2021). On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression, Mechanical Systems and Signal Processing (arXiv link)
Fuentes R, Nayek R, Gardner P, Dervilis N, Rogers TJ, Worden K & Cross EJ (2020). Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint. Mechanical Systems and Signal Processing (link)
Nayek R & Narasimhan S (2020). Extraction of contact‑point response in indirect bridge health monitoring using an input estimation approach. Journal of Civil Structural Health Monitoring (pdf)
Nayek R, Chakraborty S & Narasimhan S (2019). A Gaussian process latent force model for joint input-state estimation in linear structural systems. Mechanical Systems and Signal Processing (pdf)
Nayek R, Mukhopadhyay S & Narasimhan S (2018). Mass normalized mode shape identification of bridge structures using a single actuator‐sensor pair. Structural Control and Health Monitoring (pdf)
Nayek R and Manohar CS (2015). Girsanov transformation based reliability modeling and testing of actively controlled structures, ASCE Journal of Engineering Mechanics (pdf)
Nayek R, Worden K & Cross EJ (2021), Equation discovery using an efficient variational Bayesian approach with spike-and-slab priors. 39th International Modal Analysis Conference, Feb 8-11, 2021, Orlando, FL, USA. (pdf)
Nayek R, Worden K, Cross EJ & Fuentes R (2020), A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. Proceedings of the 8th International Conference on Uncertainty in Structural Dynamics (ISMA2020/USD2020), 7-9 September 2020, Leuven, Belgium (pdf)
Nayek R, Mukhopadhyay S & Narasimhan S. (2018). Uncertainty analysis of identified modal parameters of a beam using measurements from a roving actuator and a fixed sensor, In Proceedings of the 36th International Modal Analysis Conference (IMAC XXXVI), Orlando, FL. United States
Nayek R, Mukhopadhyay S & Narasimhan S. (2017). Bridge model updating and health monitoring using a single mobile actuator-sensor pair, 9th International Conference on Inverse Problems in Engineering (ICIPE), Waterloo, ON, Canada