RN
Rajdip Nayek
Indian Institute of Technology Delhi, The University of Sheffield - The Edge, University of Waterloo, Indian Institute of Science, National Institute of Technology Durgapur
0000-0003-4277-8382
Employment
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Indian Institute of Technology Delhi Assistant Professor2022 - Present
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The University of Sheffield - The Edge Research Associate2020 - 2021
Education
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University of Waterloo PhD2014 - 2019
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Indian Institute of Science M E2012 - 2014
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National Institute of Technology Durgapur B Tech2008 - 2012
Projects & Funding
Projects & funding information is unavailable.
Publications (17)
- α-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification Save
- A modal-space framework for probabilistic model-form error inference and correction in structural dynamical systems Save
- Joint inference of states and model-form errors from noisy input-output measurements via physics-as-measurement Gaussian processes Save
- From local interactions to global operators: Scalable Gaussian process operator for physical systems Save
- Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations Save
- A Gaussian-process assisted model-form error estimation in multiple-degrees-of-freedom systems Save
- Discovering stochastic partial differential equations from limited data using variational Bayes inference Save
- MAntRA: A framework for model agnostic reliability analysis Save
- A Review on Non-RF Underground Positioning Techniques for Mining Applications Save
- Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems Save