Benedikt Soja

Ensemble Machine Learning of Random Forest, AdaBoost and XGBoost for Vertical Total Electron Content Forecasting

Randa Natraš, Benedikt Soja, Michael Schmidt · Remote Sensing · 2022 · 137 citations · Full text

Ensemble Machine Learning, Forecasting Methodology, Engineering +20

Global high-resolution total water storage anomalies from self-supervised data assimilation using deep learning algorithms

Junyang Gou, Benedikt Soja · Nature Water · 2024 · 61 citations · Full text

Engineering, Machine Learning, Water Quantity +24

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 · 54 citations · Full text

Forecasting Methodology, New Learning Algorithm, Machine Learning +17

Application of Kalman filtering in VLBI data analysis

Tobias Nilsson, Benedikt Soja, María Karbon et al. · Earth Planets and Space · 2015 · 52 citations · Full text

Estimation and evaluation of real-time precipitable water vapor from GLONASS and GPS

Cuixian Lu, Xingxing Li, Maorong Ge et al. · GPS Solutions · 2015 · 52 citations

Meteorology, Environmental Monitoring, Engineering +6