Fabian Guignard

Analysis of air pollution time series using complexity-invariant distance and information measures

Federico Amato, Mohamed Laib, Fabian Guignard et al. · Physica A Statistical Mechanics and its Applications · 2020 · 21 citations · Full text

Public Health, Environmental Engineering, Environmental Sciences +16

Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential

Federico Amato, Fabian Guignard, Alina Walch et al. · Stochastic Environmental Research and Risk Assessment · 2022 · 21 citations · Full text

Computing, Computational Engineering, Data Science +17

Investigating the time dynamics of wind speed in complex terrains by using the Fisher–Shannon method

Fabian Guignard, Michele Lovallo, Mohamed Laib et al. · Physica A Statistical Mechanics and its Applications · 2019 · 18 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +7

Analysis of temporal properties of extremes of wind measurements from 132 stations over Switzerland

Luciano Telesca, Fabian Guignard, Mohamed Laib et al. · Renewable Energy · 2019 · 15 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +11

Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences

Fabian Guignard, Mohamed Laib, Federico Amato et al. · Frontiers in Earth Science · 2020 · 15 citations · Full text

Computing, Earth Sciences, Geophysics +17