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Tapas Tripura

Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator

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May 11, 2024
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Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data

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Jan 08, 2024
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A foundational neural operator that continuously learns without forgetting

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Oct 29, 2023
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A Bayesian framework for discovering interpretable Lagrangian of dynamical systems from data

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Oct 10, 2023
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Discovering stochastic partial differential equations from limited data using variational Bayes inference

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Jun 28, 2023
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A Bayesian Framework for learning governing Partial Differential Equation from Data

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Jun 08, 2023
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Physics informed WNO

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Feb 12, 2023
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Discovering interpretable Lagrangian of dynamical systems from data

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Feb 09, 2023
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Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems

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Dec 19, 2022
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MAntRA: A framework for model agnostic reliability analysis

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Dec 13, 2022
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