Modeling melting layer radar observations at GPM frequencies; comparison to measurements. - Annakaisa von Lerber; Dmitri Moisseev; Jussi Leinonen; Jani Tyynela; V. Chandrasekar 001; Martti T. Hallikainen (IGARSS, 2011)

Mapping Radar Reflectivity Values of Snowfall Between Frequency Bands. - Jussi Leinonen; Dmitri Moisseev; V. Chandrasekar 001; Jarkko Koskinen (IEEE Trans. Geosci. Remote. Sens., 2011)

Modeling Radar Attenuation by a Low Melting Layer With Optimized Model Parameters at C-Band. - Annakaisa von Lerber; Dmitri Moisseev; Jussi Leinonen; Jarmo Koistinen; Martti T. Hallikainen (IEEE Trans. Geosci. Remote. Sens., 2015)

HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. - Oguzhan Gencoglu; Mark J. van Gils; Esin Guldogan; Chamin Morikawa; Mehmet Süzen; Mathias Gruber; Jussi Leinonen; Heikki Huttunen (CoRR, 2019)

Improvements to short-term weather prediction with recurrent-convolutional networks. - Jussi Leinonen (IEEE BigData, 2021)

Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast Challenge. - Jussi Leinonen (CIKM Workshops, 2021)

Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields With a Generative Adversarial Network. - Jussi Leinonen; Daniele Nerini; Alexis Berne (IEEE Trans. Geosci. Remote. Sens., 2021)

Seamless lightning nowcasting with recurrent-convolutional deep learning. - Jussi Leinonen; Ulrich Hamann; Urs Germann (CoRR, 2022)

Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model. - Jussi Leinonen; Ulrich Hamann; Ioannis V. Sideris; Urs Germann (CoRR, 2022)

Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification. - Jussi Leinonen; Ulrich Hamann; Daniele Nerini; Urs Germann; Gabriele Franch (CoRR, 2023)

Estimating treatment effects from single-arm trials via latent-variable modeling. - Manuel Haussmann; Tran Minh Son Le; Viivi Halla-aho; Samu Kurki; Jussi Leinonen; Miika Koskinen; Samuel Kaski; Harri Lähdesmäki (AISTATS, 2024)

Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts. - Jussi Leinonen; Boris Bonev; Thorsten Kurth; Yair Cohen (CoRR, 2024)

Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale. - Alberto Carpentieri; Jussi Leinonen; Jeff Adie; Boris Bonev; Doris Folini; Farah Hariri (CoRR, 2024)