Publications

Stevens, Abby, Rebecca Willett, Antonios Mamalakis, Efi Foufoula-Georgiou, Alejandro Tejedor, James T Randerson, Padhraic Smyth, and Stephen Wright. 2021. “Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern US Winter Precipitation”. Journal of Climate.

Guilloteau, Clément, Antonios Mamalakis, Lawrence Vulis, Phong VV Le, Tryphon T Georgiou, and Efi Foufoula-Georgiou. 2021. “Rotated Spectral Principal Component Analysis (rsPCA) for Identifying Dynamical Modes of Variability in Climate Systems”. Journal of Climate.

Mamalakis, Antonios. 2020. “Links of Climate Variability and Change With Regional Hydroclimate: Predictability, Trends, and Physical Mechanisms on Seasonal to Decadal Scales.”

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.

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.

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.

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.

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.