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publications

Some of my publications are given below. Full list on Google Scholar.

2025

  1. GRL
    Climate-induced polar motion: 1900–2100
    M. Kiani Shahvandi, and B. Soja
    Geophysical Research Letters, Mar 2025
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2024

  1. PNAS
    The increasingly dominant role of climate change on length of day variations
    M. Kiani Shahvandi, S. Adhikari, M. Dumberry, and 2 more authors
    Proceedings of the National Academy of Sciences, Jul 2024
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  2. Nat. Geosci
    Contributions of core, mantle and climatological processes to Earth’s polar motion
    M. Kiani Shahvandi, S. Adhikari, M. Dumberry, and 5 more authors
    Nature Geoscience, Jul 2024
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  3. GRL
    Length of day variations explained in a Bayesian framework
    M. Kiani Shahvandi, J. Noir, S. Mishra, and 1 more author
    Geophysical Research Letters, Nov 2024
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2023

  1. JGR: Solid Earth
    Geophysically‐informed machine learning for improving rapid estimation and short‐term prediction of Earth orientation parameters
    M. Kiani Shahvandi, R. Dill, H. Dobslaw, and 5 more authors
    Journal of Geophysical Research: Solid Earth, Sep 2023
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  2. GJI
    Deep ensemble geophysics-informed neural networks for the prediction of celestial pole offsets
    M. Kiani Shahvandi, S. Belda, M. Karbon, and 2 more authors
    Geophysical Journal International, Nov 2023
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  3. J. Geod
    Ultra-short-term prediction of LOD using LSTM neural networks
    J. Gou, M. Kiani Shahvandi, R. Hohensinn, and 1 more author
    Journal of Geodesy, May 2023
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2022

  1. JGR: Solid Earth
    Neural ODE differential learning and its application in polar motion prediction
    M. Kiani Shahvandi, M. Schartner, and B. Soja
    Journal of Geophysical Research: Solid Earth, Nov 2022
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  2. Adv. in. Spac. Res
    Inclusion of data uncertainty in machine learning and its application in geodetic data science, with case studies for the prediction of Earth orientation parameters and GNSS station coordinate time series
    M. Kiani Shahvandi, and B. Soja
    Advances in Space Research, Aug 2022
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