A Gaussian process latent force model for joint input-state estimation in linear structural systems. - Rajdip Nayek; Souvik Chakraborty; Sriram Narasimhan (CoRR, 2019)

On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. - Rajdip Nayek; Ramón Fuentes; Keith Worden; Elizabeth J. Cross (CoRR, 2020)

A Bayesian Framework for learning governing Partial Differential Equation from Data. - Kalpesh Sanjay More; Tapas Tripura; Rajdip Nayek; Souvik Chakraborty (CoRR, 2023)

Discovering stochastic partial differential equations from limited data using variational Bayes inference. - Yogesh Chandrakant Mathpati; Tapas Tripura; Rajdip Nayek; Souvik Chakraborty (CoRR, 2023)

A Review on Non-RF Underground Positioning Techniques for Mining Applications. - Mohammad Zeeshan; Mudra Chavda; Khan Mohammad Ehshan; Rajdip Nayek; Shahid Malik (IEEE Trans. Instrum. Meas., 2023)

MAntRA: A framework for model agnostic reliability analysis. - Yogesh Chandrakant Mathpati; Kalpesh Sanjay More; Tapas Tripura; Rajdip Nayek; Souvik Chakraborty (Reliab. Eng. Syst. Saf., 2023)

Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations. - Sawan Kumar; Rajdip Nayek; Souvik Chakraborty (CoRR, 2024)

Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification. - Soban Nasir Lone; Subhayan De; Rajdip Nayek (CoRR, 2024)

Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics. - Sawan Kumar; Rajdip Nayek; Souvik Chakraborty (CoRR, 2024)

A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading. - Toiba Noor; Soban Nasir Lone; G. V. Ramana; Rajdip Nayek (CoRR, 2025)

From Local Interactions to Global Operators: Scalable Gaussian Process Operator for Physical Systems. - Sawan Kumar; Tapas Tripura; Rajdip Nayek; Souvik Chakraborty (CoRR, 2025)