publications

2025

1. arXiv

   Topological derivative approach for deep neural network architecture adaptation

   Krishnanunni C G, and Tan Bui-Thanh

   arXiv preprint arXiv:2502.06885, 2025

   Bib HTML

   @article{krishnanunni2025topological,
     title = {Topological derivative approach for deep neural network architecture adaptation},
     author = {C G, Krishnanunni and Bui-Thanh, Tan},
     journal = {arXiv preprint arXiv:2502.06885},
     year = {2025},
   }

2023

1. IP

   On unifying randomized methods for inverse problems

   Jonathan Wittmer, Krishnanunni Giri, Hai Van Nguyen, and 1 more author

   Inverse Problems, 2023

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2. CSF

   Multi-patch epidemic models with partial mobility, residency, and demography

   Albert Orwa Akuno, L Leticia Ramı́rez-Ramı́rez, Chahak Mehta, and 3 more authors

   Chaos, Solitons & Fractals, 2023

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3. CS

   Uncertainty quantification of bistable variable stiffness laminate using machine learning assisted perturbation approach

   KS Suraj, PM Anilkumar, CG Krishnanunni, and 1 more author

   Composite Structures, 2023

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2022

1. arXiv

   Layerwise Sparsifying Training and Sequential Learning Strategy for Neural Architecture Adaptation

   CG Krishnanunni, and Tan Bui-Thanh

   arXiv preprint arXiv:2211.06860, 2022

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2021

1. SHM

   Indirect health monitoring of bridges using Tikhonov regularization scheme and signal averaging technique

   C G Krishnanunni, and B N Rao

   Structural Control and Health Monitoring, 2021

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2020

1. TF

   Dynamics of vehicle–pavement system based on a viscoelastic Euler–Bernoulli beam model

   G Snehasagar, CG Krishnanunni, and BN Rao

   International Journal of Pavement Engineering, 2020

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2019

1. ES

   Decoupled technique for dynamic response of vehicle-pavement systems

   CG Krishnanunni, and BN Rao

   Engineering Structures, 2019

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