Research output per year
Research output per year
Personal profile
Research Overview
Professor Genton's main research interests concern statistical analysis, visualization, modeling, prediction, and uncertainty quantification of spatio-temporal data, with applications in environmental and climate science, renewable energies such as wind and solar power, geophysics, and marine science. His research activities also include skewed multivariate non-Gaussian distributions and robust statistics.
Key Research Areas
Applied Mathematics and Computational Science, Extreme Computing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Statistics, Ph.D., Swiss Federal Institute of Technology Lausanne
1996
Award Date: Jan 1 1996
Applied Mathematics Teaching, M.S., Swiss Federal Institute of Technology Lausanne
1994
Award Date: Jan 1 1994
Applied Mathematics, B.E., Swiss Federal Institute of Technology Lausanne
1992
Award Date: Jan 1 1992
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A space-time model with temporal cyclostationarity for probabilistic forecasting and simulation of solar irradiance data
Das, S., Alshehri, Y. M., Stenchikov, G. L. & Genton, M. G., May 8 2023, In: Stat.Research output: Contribution to journal › Article › peer-review
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Goodness-of-fit tests for multivariate skewed distributions based on the characteristic function
Karling, M., Genton, M. G. & Meintanis, S. G., Jul 7 2023, In: STATISTICS AND COMPUTING. 33, 5Research output: Contribution to journal › Article › peer-review
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Multivariate Functional Outlier Detection using the FastMUOD Indices
Ojo, O. T., Anta, A. F., Genton, M. G. & Lillo, R. E., Mar 28 2023, In: Stat.Research output: Contribution to journal › Article › peer-review
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On the non-identifiability of unified skew-normal distributions
Wang, K., Arellano-Valle, R. B., Azzalini, A. & Genton, M. G., Jul 17 2023, In: Stat. 12, 1Research output: Contribution to journal › Article › peer-review
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Rejoinder on ‘Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach’
Huang, H., Castruccio, S., Baker, A. H. & Genton, M. G., May 11 2023, In: Journal of Agricultural, Biological, and Environmental Statistics.Research output: Contribution to journal › Article › peer-review
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Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications
Cao, Q., Abdulah, S., Alomairy, R. M., Pei, Y., Nag, P., Bosilca, G., Dongarra, J., Genton, M. G., Keyes, D. E., Ltaief, H. & Sun, Y., Feb 23 2023, SC22: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Robust two-layer partition clustering of sparse multivariate functional data
Qu, Z., Dai, W. & Genton, M. G., Mar 28 2023, In: Econometrics and Statistics.Research output: Contribution to journal › Article › peer-review
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Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach
Huang, H., Castruccio, S., Baker, A. H. & Genton, M. G., May 11 2023, In: Journal of Agricultural, Biological and Environmental Statistics.Research output: Contribution to journal › Article › peer-review
Prizes
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2020 Georges Matheron Lecturer of the International Association for Mathematical Geosciences (IAMG)
Genton, Marc (Recipient), 2020
Prize: Award or Honor › Distinguished Lecturer
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Abdel El-Shaarawi Young Researcher's Award from the International Environmetrics Society
Genton, Marc (Recipient), 2010
Prize: Award or Honor › Excellence Award
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ADVANCE Distinguished Lecture: Kansas State University
Genton, Marc (Recipient), 2011
Prize: Award or Honor › Distinguished Lecturer
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Distinguished Achievement Award from the Section on Statistics and the Environment of the American Statistical Association
Genton, Marc (Recipient), 2010
Prize: Award or Honor › Excellence Award
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Editor-in-Chief of Stat, the ISI online journal for rapid dissemination of statistics research
Genton, Marc (Recipient), 2014
Prize: Academic Service › Editorial Work
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Elected Member of the International Statistical Institute (ISI)
Genton, Marc (Recipient), 2008
Prize: Award or Honor › Learned Society
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Fellow: American Statistical Association (ASA)
Genton, Marc (Recipient), 2007
Prize: Award or Honor › Learned Society
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Fellow: Institute of Mathematical Statistics (IMS)
Genton, Marc (Recipient), 2010
Prize: Award or Honor › Learned Society
Press/Media
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Reports Summarize Statistics and Computing Findings from King Abdullah University of Science and Technology (KAUST) (Goodness-of-fit Tests for Multivariate Skewed Distributions Based On the Characteristic Function)
09/28/23
1 item of Media coverage
Press/Media: Press / Media
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Reports on Statistics from King Abdullah University of Science and Technology (KAUST) Provide New Insights (A Space-time Model With Temporal Cyclostationarity for Probabilistic Forecasting and Simulation of Solar Irradiance Data)
Georgiy Stenchikov & Marc Genton
06/20/23
1 item of Media coverage
Press/Media: Press / Media
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KAUST supercomputing expertise shines at SC22
Hatem Ltaief, David Keyes, Marc Genton, Ying Sun, Bilel Hadri & Sameh Abdulah
11/27/22
1 item of Media coverage
Press/Media: Press / Media
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Robust and realistic general method for dealing with wind-driven phenomena
09/7/22
2 items of Media coverage
Press/Media: Press / Media
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What’s New in HPC Research: Air Pollution Prediction, nOS-V, cuHARM, Quantum Ray Tracing & More
Hatem Ltaief, Marc Genton, Ying Sun, David Keyes, Sameh Abdulah & Xin Liu
05/19/22
1 item of Media coverage
Press/Media: Press / Media
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Insights narrow the gap between large-scale atmospheric models and microscale features of atmospheric winds
04/26/22
1 item of Media coverage
Press/Media: Press / Media
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Competition sheds light on approximation methods for large spatial datasets
01/19/22
1 item of Media coverage
Press/Media: Press / Media