A Gaussian process latent force model for joint input-state estimation in linear structural systems R Nayek, S Chakraborty, S Narasimhan Mechanical Systems and Signal Processing 128, 497-530, 2019 | 66 | 2019 |

Extraction of contact-point response in indirect bridge health monitoring using an input estimation approach R Nayek, S Narasimhan Journal of Civil Structural Health Monitoring 10 (5), 815-831, 2020 | 26 | 2020 |

Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint R Fuentes, R Nayek, P Gardner, N Dervilis, T Rogers, K Worden, ... Mechanical Systems and Signal Processing 154, 107528, 2021 | 23 | 2021 |

On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression R Nayek, R Fuentes, K Worden, EJ Cross Mechanical Systems and Signal Processing 161, 107986, 2021 | 16 | 2021 |

Mass normalized mode shape identification of bridge structures using a single actuator‐sensor pair R Nayek, S Mukhopadhyay, S Narasimhan Structural Control and Health Monitoring, e2244, 2018 | 16 | 2018 |

Girsanov transformation–based reliability modeling and testing of actively controlled structures R Nayek, CS Manohar Journal of Engineering Mechanics 141 (6), 04014168, 2015 | 6 | 2015 |

Equation discovery using an efficient variational Bayesian approach with spike-and-slab priors R Nayek, K Worden, EJ Cross Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2022 | 2 | 2022 |

A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors R Nayek, K Worden, EJ Cross, R Fuentes ISMA 2020 - International Conference on Noise and Vibration Engineering and …, 2020 | 2 | 2020 |

MAntRA: A framework for model agnostic reliability analysis YC Mathpati, KS More, T Tripura, R Nayek, S Chakraborty arXiv preprint arXiv:2212.06303, 2022 | | 2022 |

Approximate Bayesian Inference for Piecewise-Linear Stiffness Systems R Nayek, MAB Abdessalem, N Dervilis, EJ Cross, K Worden Nonlinear Structures & Systems, Volume 1: Proceedings of the 40th IMAC, A …, 2022 | | 2022 |

A probabilistic approach to vibration-based modal identification using mobile sensors R Nayek University of Waterloo, 2019 | | 2019 |

Stable input force identification using Gaussian process model based Kalman filter R Nayek, S Narasimhan Engineering Mechanics Institute Conference, 2019 | | 2019 |

Modal identification using a roving actuator and a fixed sensor R Nayek, S Mukhopadhyay, S Narasimhan Model Validation and Uncertainty Quantification, Volume 3, 79-85, 2018 | | 2018 |

Bridge model updating and health monitoring using a single mobile actuator-sensor pair R Nayek, S Mukhopadhyay, S Narasimhan 9th International Conference on Inverse Problems in Engineering, 2017 | | 2017 |