Antonios Mamalakis

892 total citations
21 papers, 509 citations indexed

About

Antonios Mamalakis is a scholar working on Global and Planetary Change, Atmospheric Science and Oceanography. According to data from OpenAlex, Antonios Mamalakis has authored 21 papers receiving a total of 509 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Global and Planetary Change, 9 papers in Atmospheric Science and 6 papers in Oceanography. Recurrent topics in Antonios Mamalakis's work include Climate variability and models (11 papers), Meteorological Phenomena and Simulations (7 papers) and Oceanographic and Atmospheric Processes (5 papers). Antonios Mamalakis is often cited by papers focused on Climate variability and models (11 papers), Meteorological Phenomena and Simulations (7 papers) and Oceanographic and Atmospheric Processes (5 papers). Antonios Mamalakis collaborates with scholars based in United States, Italy and Greece. Antonios Mamalakis's co-authors include Elizabeth A. Barnes, Imme Ebert‐Uphoff, Andreas Langousis, Roberto Deidda, Efi Foufoula‐Georgiou, Michelangelo Puliga, Marino Marrocu, James T. Randerson, Clément Guilloteau and Phong V. V. Le and has published in prestigious journals such as Nature Communications, SHILAP Revista de lepidopterología and Journal of Climate.

In The Last Decade

Antonios Mamalakis

19 papers receiving 501 citations

Peers

Antonios Mamalakis

GPC

WST

M. L. Branstetter United States

Andrew E. Mercer United States

Scott Sellars United States

Christopher Kadow Germany

Juan Antonio Añel Spain

Daniel San-Martín Spain

G. Leptoukh United States

Anton H. Westveld Australia

M. Suarez United States

Jayant Nath Tripathi India

M. L. Branstetter United States

Antonios Mamalakis

250 ×0.7

GPC

165 ×0.6

42 ×0.5

17 ×0.3

70 ×1.1

WST

Citations per year, relative to Antonios Mamalakis Antonios Mamalakis (= 1×) peers M. L. Branstetter

Countries citing papers authored by Antonios Mamalakis

Since Specialization

Citations

This map shows the geographic impact of Antonios Mamalakis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Antonios Mamalakis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Antonios Mamalakis more than expected).

Fields of papers citing papers by Antonios Mamalakis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Antonios Mamalakis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Antonios Mamalakis. The network helps show where Antonios Mamalakis may publish in the future.

Co-authorship network of co-authors of Antonios Mamalakis

This figure shows the co-authorship network connecting the top 25 collaborators of Antonios Mamalakis. A scholar is included among the top collaborators of Antonios Mamalakis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Antonios Mamalakis. Antonios Mamalakis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Papalexiou, Simon Michael, Giuseppe Mascaro, Angeline G. Pendergrass, et al.. (2025). Sustainability Nexus AID: storms. RePEc: Research Papers in Economics. 33(1). 2 indexed citations

Mamalakis, Antonios, et al.. (2025). The influence of correlated features on neural network attribution methods in geoscience. SHILAP Revista de lepidopterología. 4. 1 indexed citations

Mamalakis, Michail, Antonios Mamalakis, Ingrid Agartz, et al.. (2025). Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks. SHILAP Revista de lepidopterología. 6. 70–81.

Materia, Stefano, O Sungmin, Antonios Mamalakis, et al.. (2024). Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives. Wiley Interdisciplinary Reviews Climate Change. 15(6). 26 indexed citations

Le, Phong V. V., James T. Randerson, Rebecca Willett, et al.. (2023). Climate-driven changes in the predictability of seasonal precipitation. Nature Communications. 14(1). 3822–3822. 32 indexed citations

Mamalakis, Antonios, Elizabeth A. Barnes, & James W. Hurrell. (2023). Using Explainable Artificial Intelligence to Quantify “Climate Distinguishability” After Stratospheric Aerosol Injection. Geophysical Research Letters. 50(20). 8 indexed citations

McGovern, Amy, David John Gagne, Christopher D. Wirz, et al.. (2023). Trustworthy Artificial Intelligence for Environmental Sciences: An Innovative Approach for Summer School. Bulletin of the American Meteorological Society. 104(6). E1222–E1231. 1 indexed citations

Mamalakis, Antonios, Amir AghaKouchak, James T. Randerson, & Efi Foufoula‐Georgiou. (2022). Hotspots of Predictability: Identifying Regions of High Precipitation Predictability at Seasonal Timescales From Limited Time Series Observations. Water Resources Research. 58(5). e2021WR031302–e2021WR031302. 7 indexed citations

Mamalakis, Antonios, Imme Ebert‐Uphoff, & Elizabeth A. Barnes. (2022). Neural network attribution methods for problems in geoscience: A novel synthetic benchmark dataset. SHILAP Revista de lepidopterología. 1. 60 indexed citations

10.

Mamalakis, Antonios, Elizabeth A. Barnes, & Imme Ebert‐Uphoff. (2022). Investigating the Fidelity of Explainable Artificial Intelligence Methods for Applications of Convolutional Neural Networks in Geoscience. NOAA Institutional Repository. 1(4). 58 indexed citations

11.

Mamalakis, Antonios, Elizabeth A. Barnes, & Imme Ebert‐Uphoff. (2022). Carefully Choose the Baseline: Lessons Learned from Applying XAI Attribution Methods for Regression Tasks in Geoscience. NOAA Institutional Repository. 2(1). 27 indexed citations

12.

Le, Phong V. V., Clément Guilloteau, Antonios Mamalakis, & Efi Foufoula‐Georgiou. (2021). Underestimated MJO Variability in CMIP6 Models. Geophysical Research Letters. 48(12). 26 indexed citations

13.

Guilloteau, Clément, et al.. (2020). Rotated Spectral Principal Component Analysis (rsPCA) for Identifying Dynamical Modes of Variability in Climate Systems. Journal of Climate. 34(2). 715–736. 8 indexed citations

14.

Willett, Rebecca, Antonios Mamalakis, Efi Foufoula‐Georgiou, et al.. (2020). Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern U.S. Winter Precipitation. Journal of Climate. 34(2). 737–754. 11 indexed citations

15.

Mamalakis, Antonios, Jin‐Yi Yu, James T. Randerson, Amir AghaKouchak, & Efi Foufoula‐Georgiou. (2018). A new interhemispheric teleconnection increases predictability of winter precipitation in southwestern US. Nature Communications. 9(1). 2332–2332. 47 indexed citations

16.

Mamalakis, Antonios & Efi Foufoula‐Georgiou. (2018). A Multivariate Probabilistic Framework for Tracking the Intertropical Convergence Zone: Analysis of Recent Climatology and Past Trends. Geophysical Research Letters. 45(23). 10 indexed citations

17.

Mamalakis, Antonios & Vassilios Kaleris. (2018). Estimation of seawater retreat timescales in homogeneous and confined coastal aquifers based on dimensional analysis. Hydrological Sciences Journal. 64(2). 190–209. 1 indexed citations

18.

Mamalakis, Antonios, Andreas Langousis, Roberto Deidda, & Marino Marrocu. (2017). A parametric approach for simultaneous bias correction and high‐resolution downscaling of climate model rainfall. Water Resources Research. 53(3). 2149–2170. 50 indexed citations

19.

Langousis, Andreas, Antonios Mamalakis, Michelangelo Puliga, & 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. 52(4). 2659–2681. 94 indexed citations

20.

Langousis, Andreas, Antonios Mamalakis, Roberto Deidda, & Marino Marrocu. (2015). Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results. Water Resources Research. 52(1). 471–494. 40 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact