Jussi Leinonen

According to our database, Jussi Leinonen authored at least 12 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts.

Jussi Leinonen, Boris Bonev, Thorsten Kurth, Yair Cohen

CoRR, 2024

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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification.

Jussi Leinonen, Ulrich Hamann, Daniele Nerini, Urs Germann, Gabriele Franch

CoRR, 2023

2022

Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model.

Jussi Leinonen, Ulrich Hamann, Ioannis V. Sideris, Urs Germann

CoRR, 2022

Seamless lightning nowcasting with recurrent-convolutional deep learning.

Jussi Leinonen, Ulrich Hamann, Urs Germann

CoRR, 2022

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

Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast Challenge.

Jussi Leinonen

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Improvements to short-term weather prediction with recurrent-convolutional networks.

Jussi Leinonen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2019

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

2015

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

2011

Mapping Radar Reflectivity Values of Snowfall Between Frequency Bands.

Jussi Leinonen, Dmitri Moisseev, V. Chandrasekar, Jarkko Koskinen

IEEE Trans. Geosci. Remote. Sens., 2011

Modeling melting layer radar observations at GPM frequencies; comparison to measurements.

Annakaisa von Lerber, Dmitri Moisseev, Jussi Leinonen, Jani Tyynela, V. Chandrasekar, Martti T. Hallikainen

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011