Ministry of Education
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Prof Rajdip Nayek

vidwan id: 244952
Male

Assistant Professor, Department of Applied Mechanics
Indian Institute of Technology Delhi

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Expertise

  • Mechanics

Publications

Total Articles 21
Books 0
Proceedings 0

Publications

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Scopus

Citations 356
h-index 9

CrossRef

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Citations 75
h-index 4
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Professional Recognition

2019

Faculty of Engineering Award

University of Waterloo
2018

Teaching Assistant Excellence Award

University of Waterloo

Community & Membership

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Bio

Inverse problems in dynamical systems, Bayesian inference, State estimation, Machine Learning for Digital Twins, System identification, Structural health monitoring

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Delhi
  • Indian Institute of Technology Delhi, Hauz Khas, New Delhi, Delhi, India
Ph.D
Other Institute 2019
M.E
Other Institute 2014
B.Tech
National Institute of Technology Durgapur 2012
Assistant Professor Dec 2021 – Present
Indian Institute of Technology Delhi | Department of Applied Mechanics

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Co-Authors (4)

Manohar

Prof Manohar C S

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Sabyasachi

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Souvik

Prof Souvik Chakraborty

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Suparno

Dr Suparno Mukhopadhyay

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Scholarly Work

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Scholarly Publications

System identification and reliability assessment of hyperelastic materials via an efficient sparsity-promoting variational Bayesian approach

Open Access
Article
Probabilistic Engineering Mechanics. Year: 2025. Volume: 80 .
Authors: Thorat R.V.;Anas M.;Nayek R.;Chatterjee S.
DOI 10.1016/j.probengmech.2025.103763

Towards Gaussian Process for operator learning: An uncertainty aware resolution independent operator learning algorithm for computational mechanics

Open Access
Article
Computer Methods in Applied Mechanics and Engineering. Year: 2025. Volume: 435 .
Authors: Kumar S.;Nayek R.;Chakraborty S.
DOI 10.1016/j.cma.2024.117664
3

Discovering stochastic partial differential equations from limited data using variational Bayes inference

Open Access
Article
Computer Methods in Applied Mechanics and Engineering. Year: 2024. Volume: 418 .
Authors: Mathpati Y.C.;Tripura T.;Nayek R.;Chakraborty S.
DOI 10.1016/j.cma.2023.116512
6

Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations

Open Access
Article
Computer Methods in Applied Mechanics and Engineering. Year: 2024. Volume: 431 .
Authors: Kumar S.;Nayek R.;Chakraborty S.;Chakraborty S.
DOI 10.1016/j.cma.2024.117265
2

A Gaussian-process assisted model-form error estimation in multiple-degrees-of-freedom systems

Open Access
Article
Mechanical Systems and Signal Processing. Year: 2024. Volume: 216 .
Authors: Kashyap S.;Rogers T.J.;Nayek R.
DOI 10.1016/j.ymssp.2024.111474

Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation

Open Access
Article
Mechanical Systems and Signal Processing. Year: 2023. Volume: 196 .
Authors: Nayek R.;Abdessalem A.B.;Dervilis N.;Cross E.J.;Worden K.
DOI 10.1016/j.ymssp.2023.110300
9

Visible Light-Based Synchronization Method for Acoustic Positioning in Underground Mines

Open Access
Conference Paper
Year: 2023. Pages: 1044-1047 .
Authors: Chavda M.;Zeeshan M.;Nayek R.;Malik S.
DOI 10.1109/R10-HTC57504.2023.10461881
1

MAntRA: A framework for model agnostic reliability analysis

Open Access
Article
Year: 2023. Volume: 235 .
Authors: Mathpati Y.C.;More K.S.;Tripura T.;Nayek R.;Chakraborty S.
DOI 10.1016/j.ress.2023.109233
12