Felix Kleinert

Can deep learning beat numerical weather prediction?

Martin G. Schultz, Clara Betancourt, Bing Gong et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 543 citations · Full text

Natural Sciences, Computer Science, Meteorology +8

IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany

Felix Kleinert, Lukas Hubert Leufen, Martin G. Schultz · Geoscientific model development · 2021 · 58 citations · Full text

Natural Sciences, Environmental Sciences, Meteorology +17

Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data

Clara Betancourt, Cathy W. Y. Li, Felix Kleinert et al. · Environmental Science & Technology · 2023 · 28 citations · Full text

Computing, Earth Sciences, Environmental Sciences +17

MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series

Lukas Hubert Leufen, Felix Kleinert, Martin G. Schultz · Geoscientific model development · 2021 · 17 citations · Full text

Computing, Computer Science, Meteorology +10

Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework

Felix Kleinert, Lukas Hubert Leufen, Aurelia Lupaşcu et al. · Geoscientific model development · 2022 · 11 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17