Mamalakis, Antonios, Imme Ebert-Uphoff, and Elizabeth A Barnes. 2020. “Explainable Artificial Intelligence in Meteorology and Climate Science: Model Fine-Tuning, Calibrating Trust and Learning New Science”. In . Springer International Publishing.
Publications
2020
2019
Mamalakis, Antonios, Jin-Yi Yu, James T Randerson, Amir AghaKouchak, and Efi Foufoula-Georgiou. 2019. “Reply To: A Critical Examination of a Newly Proposed Interhemispheric Teleconnection to Southwestern US Winter Precipitation”. Nature Communications.
Mamalakis, Antonios, and Vassilios Kaleris. 2019. “Estimation of Seawater Retreat Timescales in Homogeneous and Confined Coastal Aquifers Based on Dimensional Analysis”. Hydrological Sciences Journal.
2018
Mamalakis, Antonios, and Efi Foufoula-Georgiou. 2018. “A Multivariate Probabilistic Framework for Tracking the Intertropical Convergence Zone: Analysis of Recent Climatology and past Trends”. Geophysical Research Letters.
Mamalakis, Antonios, Jin-Yi Yu, James T. Randerson, Amir AghaKouchak, and Efi Foufoula-Georgiou. 2018. “A New Interhemispheric Teleconnection Increases Predictability of Winter Precipitation in Southwestern US”. Nature Communications.
2017
Mamalakis, Antonios, Andreas Langousis, Roberto Deidda, and Marino Marrocu. 2017. “A Parametric Approach for Simultaneous Bias Correction and High‐resolution Downscaling of Climate Model Rainfall”. Water Resources Research.
2016
Langousis, Andreas, Antonios Mamalakis, Michelangelo Puliga, and Roberto Deidda. 2016. “Threshold Detection for the Generalized Pareto Distribution: Review of Representative Methods and Application to the NOAA NCDC Daily Rainfall Database”. Water Resources Research.
Langousis, Andreas, Antonios Mamalakis, Roberto Deidda, and Marino Marrocu. 2016. “Assessing the Relative Effectiveness of Statistical Downscaling and Distribution Mapping in Reproducing Rainfall Statistics Based on Climate Model Results”. Water Resources Research.