Jussi Leinonen

18 papers A 1C 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data-driven solar forecasting enables near-optimal economic decisions. CoRR Zhixiang Dai, Minghao Yin, Xuanhong Chen, Alberto Carpentieri, Jussi Leinonen, Boris Bonev, Chengzhe Zhong, Thorsten Kurth, Jingan Sun, Ram Cherukuri, Yuzhou Zhang, Ruihua Zhang, Farah Hariri, Xiaodong Ding, Chuanxiang Zhu, Dake Zhang, Yaodan Cui, Yuxi Lu, Yue Song, Bin He, Jie Chen, Yixin Zhu, Chenheng Xu, Maofeng Liu, Zeyi Niu, Wanpeng Qi, Xu Shan, Siyuan Xian, Ning Lin, Kairui Feng
2024	J	`jnl`	Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale. CoRR Alberto Carpentieri, Jussi Leinonen, Jeff Adie, Boris Bonev, Doris Folini, Farah Hariri
2024	A	`conf`	Estimating treatment effects from single-arm trials via latent-variable modeling. AISTATS Manuel Haussmann, Tran Minh Son Le, Viivi Halla-aho, Samu Kurki, Jussi Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki
2024	J	`jnl`	Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts. CoRR Jussi Leinonen, Boris Bonev, Thorsten Kurth, Yair Cohen
2023	J	`jnl`	Estimating treatment effects from single-arm trials via latent-variable modeling. CoRR Manuel Haussmann, Tran Minh Son Le, Viivi Halla-aho, Samu Kurki, Jussi Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki
2023	J	`jnl`	Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification. CoRR Jussi Leinonen, Ulrich Hamann, Daniele Nerini, Urs Germann, Gabriele Franch
2022	J	`jnl`	Seamless lightning nowcasting with recurrent-convolutional deep learning. CoRR Jussi Leinonen, Ulrich Hamann, Urs Germann
2022	J	`jnl`	Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model. CoRR Jussi Leinonen, Ulrich Hamann, Ioannis V. Sideris, Urs Germann
2021	—	`conf`	Improvements to short-term weather prediction with recurrent-convolutional networks. IEEE BigData Jussi Leinonen
2021	J	`jnl`	Improvements to short-term weather prediction with recurrent-convolutional networks. CoRR Jussi Leinonen
2021	—	`conf`	Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast Challenge. CIKM Workshops Jussi Leinonen
2021	J	`jnl`	Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast challenge. CoRR Jussi Leinonen
2021	J	`jnl`	Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields With a Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. Jussi Leinonen, Daniele Nerini, Alexis Berne
2020	J	`jnl`	Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network. CoRR Jussi Leinonen, Daniele Nerini, Alexis Berne
2019	J	`jnl`	HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. CoRR Oguzhan Gencoglu, Mark J. van Gils, Esin Guldogan, Chamin Morikawa, Mehmet Süzen, Mathias Gruber, Jussi Leinonen, Heikki Huttunen
2015	J	`jnl`	Modeling Radar Attenuation by a Low Melting Layer With Optimized Model Parameters at C-Band. IEEE Trans. Geosci. Remote. Sens. Annakaisa von Lerber, Dmitri Moisseev, Jussi Leinonen, Jarmo Koistinen, Martti T. Hallikainen
2011	J	`jnl`	Mapping Radar Reflectivity Values of Snowfall Between Frequency Bands. IEEE Trans. Geosci. Remote. Sens. Jussi Leinonen, Dmitri Moisseev, V. Chandrasekar, Jarkko Koskinen
2011	C	`conf`	Modeling melting layer radar observations at GPM frequencies; comparison to measurements. IGARSS Annakaisa von Lerber, Dmitri Moisseev, Jussi Leinonen, Jani Tyynela, V. Chandrasekar, Martti T. Hallikainen