activity
20102022
most citedPrecipitaion Nowcasting using Deep Neural Network

4 citations · 4 across the 5 of their papers we have counts for

collaborators

6 papers

cs.LG2022★ 4 cited

Precipitaion Nowcasting using Deep Neural Network

Mohamed Chafik Bakkay, Mathieu Serrurier, Valentin Kivachuk Burda +8

Precipitation nowcasting is of great importance for weather forecast users, for activities ranging from outdoor activities and sports competitions to airport traffic management. In…

physics.ao-ph2020

ARPEGE Cloud Cover Forecast Post-Processing with Convolutional Neural Network

Florian Dupuy, Olivier Mestre, Mathieu Serrurier +7

Cloud cover is crucial information for many applications such as planning land observation missions from space. It remains however a challenging variable to forecast, and Numerical…

physics.comp-ph2020

Surrogate Models for Rainfall Nowcasting

Naty Citlali Cabrera-Gutiérrez, Hadrien Godé, Jean-Christophe Jouhaud +8

Nowcasting (or short-term weather forecasting) is particularly important in the case of extreme events as it helps prevent human losses. Many of our activities, however, also depen…

cs.IT2011

Diversity of the MMSE receiver in flat fading and frequency selective MIMO channels at fixed rate

Florian Dupuy, Philippe Loubaton

In this contribution, the evaluation of the diversity of the MIMO MMSE receiver is addressed for finite rates in both flat fading channels and frequency selective fading channels w…

cs.IT2010

On the Capacity Achieving Covariance Matrix for Frequency Selective MIMO Channels Using the Asymptotic Approach

Florian Dupuy, Philippe Loubaton

In this contribution, an algorithm for evaluating the capacity-achieving input covariance matrices for frequency selective Rayleigh MIMO channels is proposed. In contrast with the…

cs.IT2010

On the Capacity Achieving Covariance Matrix for Frequency Selective MIMO Channels Using the Asymptotic Approach

Florian Dupuy, Philippe Loubaton

In this contribution, an algorithm for evaluating the capacity-achieving input covariance matrices for frequency selective Rayleigh MIMO channels is proposed. In contrast with the…