Mostafa Kiani Shahvandi

Neural ODE Differential Learning and Its Application in Polar Motion Prediction

Mostafa Kiani Shahvandi, Matthias Schartner, Benedikt Soja · Journal of Geophysical Research Solid Earth · 2022 · 57 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17

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

Mostafa Kiani Shahvandi, Benedikt Soja · Advances in Space Research · 2022 · 50 citations · Full text

Computing, Computer Science, Data Science +17

Ultra-short-term prediction of LOD using LSTM neural networks

Junyang Gou, Mostafa Kiani Shahvandi, Roland Hohensinn et al. · Journal of Geodesy · 2023 · 39 citations · Full text

Computing, Earth Sciences, Geophysics +13

Geophysically Informed Machine Learning for Improving Rapid Estimation and Short‐Term Prediction of Earth Orientation Parameters

Mostafa Kiani Shahvandi, Robert Dill, Henryk Dobslaw et al. · Journal of Geophysical Research Solid Earth · 2023 · 32 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +11

Contributions of core, mantle and climatological processes to Earth’s polar motion

Mostafa Kiani Shahvandi, Surendra Adhikari, Mathieu Dumberry et al. · Nature Geoscience · 2024 · 32 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17