✨ My research lies at the interface between computational probability and statistics including theory and applications in health and environmental issues, with a particular focus on heavy-tailed and stable stochastic processes, non classical asymptotic theorems, statistical inference, including spatial models and machine learning tools. ✨
Professor (Associate & HDR) of Mathematics and Data Science at University of Poitiers & School of Engineering ENSAR (https://ensar.univ-poitiers.fr/c/contacter-lensar/) & Laboratory of Mathematics and Applications, UMR CNRS 7348, Futuroscope campus.
Head of the Data Science Engineering Program at ENSAR, University of Poitiers.
Head of the International Office at Engineering school ENSAR
In charge of the IRN seminar of probability, statistic and modeling (CNRS, https://www.afrimath.math.cnrs.fr/)
Scientific Officer at CIMPA, Nice (https://www.cimpa.info/fr/node/6191).
Scientific Excellence Award (ex PEDR) & Elected member of CNU, Section 26 (Applied Mathematics)
I am looking for motivated and talented students to join my research group. If you are interested, please feel free to contact me.
Projects :
Deep Learning for Stable Driven Stochastic Differential Equations.
Stein Method for Stable Distributions and Machine Learning: A new framework for robust Learning with Heavy-Tailed Data.
Statistical Learning with Stable Distributions: Regression Models, Quantile-Based Inference and Regularisation.
On Spatial Ridge Autoregressive Models with Stable Errors: Application to spatial risk.
Multivariate Stable Distributions and LePage Representations: Properties, Simulations and Parameter estimation.
Training Kernel regression models with stable errors.
In order to contact me:
E-mails : solym.manou.abi@univ-poitiers.fr or solym.manou.abi@math.univ-poitiers.fr
Physical adresses:
Bat H3. Laboratory of Mathematics and Applications,CNRS 7348, Futuroscope, Office 21. Tel 0549496892
Bat J03. Engineering school ENSAR, University of Poitiers. Niort campus, Office B-8.
Linkedin: www.linkedin.com/in/solym-manou-abi-phd-78201042
Github : https://github.com/smanouab
Researchgate: https://www.researchgate.net/profile/Solym-Manou-Abi?ev=hdr_xprf
R Studio, Python, Latex, Scilab/Matlab
Cloud computing (Azure Machine Learning)
Data analysis and visualization with R Studio & Python.
Spatial statistics with R Studio and Python.
Simulation with R Studio, Python and Scilab/Matlab.
Machine Learning with Rstudio and Python
Personal Interest
Travel, African culture, European culture, Discover new cultures, Soccer, Tennis, Basketball, International economy and finance
Cook, Personal development books, Photography, Documentary series, Life Philosophy, Political sciences
Research Interest
Heavy tailed distributions and Stable processes:, Inference and Computational Statistics, Stable regression models, non parametric estimation, extreme statistics, Machine learning.
Markov chains, Stable driven Stochastic Differential Equations (SDE) : Statistical Estimation, Approximation
Spatial statistics and Data science : Spatial models under stable distributions
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