Publications 

    Book and Chapter

• Solym M. Manou-Abi, Sophie Dabo and Jean-Jacques Salone. (Eds.) (2020) Mathematical Modeling of Random and Deterministic Phenomena. John Wiley & Sons. https://onlinelibrary.wiley.com/doi/book/10.1002/9781119706922

• Solym M. Manou-Abi, William Dimbour and M. Moustapha Mbaye (2020). Asymptotically periodic solution for a stochastic fractional integro-differential equation. Mathematical Modeling of Random and Deterministic Phenomena. John Wiley & Sons, 113-138. https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119706922.ch6

         Python and R Packages 

• MixStable: Version: 0.1.0. An R Package for Parameter estimation of Stable Distributions and their mixture.                                                                                                                           Author(s): Adam Najib [aut], Solym Manou-Abi [aut, cre], Yousri Slaoui [aut]. 

• MixStable:  A Python  Package with R integra for Parameter estimation of Stable Distributions and their mixture.                                                                                                       Author(s): Adam Najib [aut], Solym Manou-Abi [aut, cre], Yousri Slaoui [aut]. 

• Sim.StableProc :  A Python Package of  simulation of approximate solution for stable driven stochastic differential equations.                                                                                        Author(s): Solym Manou-Abi [aut, cre].

                                                       Published, Accepted and in revision papers 

non-chronological order

• Hajjaji, O., Manou-Abi, S. M., & Slaoui, Y. (2024). Parameter estimation for stable distributions and their mixture. Journal of Applied Statistics (Taylor & Francis), 52(8), 1594–1627. https://www.tandfonline.com/doi/full/10.1080/02664763.2024.2434627   PDF

• El-Hadji Deme, Yousri Slaoui, Modou Kebe and Solym Manou-Abi. Robust estimator of the Ruin Probability in infinite time for heavy-tailed distributions. (2024). Statistics (Taylor & Francis) https://doi.org/10.1080/02331888.2024.2402497

• A. Joulin and S.M. Manou-Abi (2015). A note on convex ordering for stable stochastic integrals.  Stochastics (Taylor & Francis), 87(4) : 1-12, 2015. https://www.tandfonline.com/doi/full/10.1080/17442508.2014.989528  

• Cattiaux and S. M. Manou-Abi (2014). Limits theorems for some functionals with heavy tails of a discrete time Markov chain. ESAIM, Probab. Stat (EDP Sciences), 18: 468-482. https://doi.org/10.1051/ps/2013043

• Essoham Ali, Adewale F.Lukman and Solym M. Manou-Abi. Regularized estimation for  right-censored zero-inflated Poisson regression: methods and  applications to health data. Revised Paper.  Computational Statistics (Springer)  Preprint 2025. 

• Paul A. L. Faye, Elodie Brunel, Thomas Claverie, Solym M.Manou-Abi and Sophie Dabo (2024). Automatic geomorphological mapping using ground truth data with coverage sampling and random forest algorithm. Earth Science Informatics (Springer). https://doi.org/10.1007/s12145-024-01347-x

• Angelo Raherinirina, Stefana Tabera Tsilefa, T. Nirilanto and Solym Manou-Abi (2025). Bayesian inference of a spatially dependent semi-Markovian model with application to Madagascar Covid'19 data. PLoS One 20(7): e0326264. https://doi.org/10.1371/journal.pone.0326264  

• Ibrahim Bouzalmat, Benoîte De Saporta, Solym Manou-Abi. Inference for hidden stochastic compartmental models: application to typhoid fever dynamics in Mayotte. Preprint (2024). Revised Paper. Journal of the Royal Statistical Society: Applied Statistics (The Royal Society).

• Diouf M. B., Deme E. H., S, Slaoui Y. and Manou-Abi M. Corrected bias estimators of tail index and high quantiles for heavy-tailed distributions under dependence serial. Revised paper. ALÉA, Lat. Am. J. Probab. Math. Stat. 2025.

• William Dimbour and Solym M. Manou-Abi (2018). Asymptotically periodic functions in the stepanov sense and its application for an advanced differential equation with piecewise constant argument in a Banach space. Mediterranean Journal of Mathematics (Springer). 15: 25 https://link.springer.com/article/10.1007/s00009-018-1071-6

• Solym M. Manou-Abi and William Dimbour (2019). Asymptotically periodic solution of a stochastic differential equation. Bull. Malays. Math. Sci. Soc (Springer)., 1-29. https://link.springer.com/article/10.1007/s40840-019-00717-9

• Mamadou M. Mbaye and Solym M. Manou-Abi (2023). Existence of almost automorphic solution in distribution for a class of stochastic integro-differential equation driven by Lévy noise. Journal of Analysis (Springer). Vol. 31, 2139–2162. https://link.springer.com/article/10.1007/s41478-023-00556-9

• Solym M. Manou-Abi. Parameter estimation for a class of stable driven stochastic differential equation. (2024). J. Indian Soc. Probab Stat (Springer). https://link.springer.com/article/10.1007/s41096-024-00196-7 PDF

• Mamadou Aliou Barry, E.H. Deme, Aba Diop and Solym M. Manou-Abi (2023). Improved Estimators of Tail Index and Extreme Quantiles under Dependence Serials. Math. Methods Statist. (Springer). Vol. 32, 133–153. https://link.springer.com/article/10.3103/S1066530723020011

• Diouf, M.B., Deme, E.H., Abdi, S.A.  Slaoui Y. and Manou-Abi, S. Box-Cox Transformation on the Estimation of Extreme Value Index (EVI) and High Quantiles for Heavy-Tailed Distributions under Dependence Serials. Math. Methods Statist. (Springer). 34, 1–33 (2025). https://doi.org/10.3103/S1066530724600076

• Mame Birame Diouf, Hadji Deme, Solym M Manou-Abi, Yousri Slaoui (2023)  Kernel estimator of extreme value index (EVI) and high quantiles for heavy-tailed distributions under dependence serials using the Box-Cox transformation.  Afr. Stat. 18(4): 3651-3695 (Project Euclide). DOI: 10.16929/as/2023.3651.322 https://projecteuclid.org/journals/afrika-statistika/volume-18/issue-4/Kernel-estimator-of-extreme-value-index-EVI-and-high-quantiles/10.16929/as/2023.3651.322.short

• William Dimbour and Solym M. Manou-Abi (2018). S-asymptotically periodic solution for a nonlinear differential equation with piecewise constant argument via S-Asymptotically periodic functions in the Stepanov sense. Journal of Nonlinear Systems and Applications Vol 7 (1), 14-20. https://doi.org/10.48550/arXiv.1711.03768

• Modou Kebe, El Hadji Deme, Abozou K. Tchilabalo, Solym M. Manou-Abi and Ebrima Sisawo (2023). Kernel estimation of the Quintile Share Ratio index of inequality for heavy-tailed income distributions. European Journal of Pure and Applied Mathematics. Vol. 16(4), 2509–2543 https://ejpam.com/index.php/ejpam/article/view/4765

• Solym M. Manou-Abi, Sophie Dabo, Lema Logamou Seknewna, Julien Balicchi, Ambdoul-Bar Idaroussi. Spatio-Temporal Modeling and Machine Learning Approaches to Mosquito Abundance on Mayotte Island. Preprint (2024). Under revision (Ecological Informatics, Elsevier)

• Solym M. Manou-Abi, Said Said Hachim, Sophie Dabo-Niang, Jean-Berky Nguala. On statistical learning of Fani Maoré marine volcano earthquake Data. (2024) Under revision. Geosciences (Springer)

• William Dimbour and Solym M. Manou-Abi (2017). Asymptotically periodic solution for an evolution differential equation via  periodic limit functions. Int. J. Pure Appl. Math. Vol. 113. 59-71.

                                               Submitted/Under review papers 

• Gilles Christ Dansou, Solym M. Manou-Abi, Djibril Moussa and Yousri Slaoui (2025). On recursive kernel estimation for stable driven stochastic models. Preprint. Submitted.

• Solym M. Manou-Abi (2024).  Strong rate of Approximation for stable-driven stochastic differential equations. Under review (Advances in Applied Probability) 

• Solym M. Manou-Abi, Stefana Taberra Tsillefa and Angelo Rahenirina (2025). Learning and Solving Stable-Driven Stochastic Differential Equations with Physics-Informed Neural Networks. Preprint 

• Ibrahim Bouzalmat, Benoîte De Saporta and Solym M. Manou-Abi. Estimating parameters of continuous-time multi-chain hidden Markov models for infectious diseases. Preprint (2024)  https://doi.org/10.48550/arXiv.2403.18875 

• Solym M. Manou-Abi, Damien Devault, Sophie Dabo, Jean-Baptiste Charlier and Jean-François Desprats.  Spatial modeling of the dynamic transformation of the chlordecone in soils of French West Indies from environmental factors. Preprint (2024). 

• Patrick Youkap Tchonang; Jean-Berky Nguala; Solym M. Manou-Abi. Exploring Pre-Service Teachers’ Cognitive Structures in Fraction Comparison: Challenges and Implications for Teacher Education. Preprint (2024) 

• Jean-Berky Nguala, Patrick Tchonang Youkap, Solym Manou-Abi. The impact of local mother tongues on mathematical level assessment in the island of Mayotte.  Preprint (2024). 

Proceedings/International conference papers

• Solym Manou-Abi. P66-Estimation of some epidemiological parameters using the COVID-19 data of Mayotte. Revue d'Épidémiologie et de Santé Publique (Elsevier). Vol. 72, 2024 https://www.sciencedirect.com/science/article/pii/S2950433324003161

• Ibrahim Bouzalmat, Benoîte De Saporta, Solym Manou-Abi. Modélisation et estimation des paramètres d’un modèle multi-chaîne cachée de la fièvre typhoïde à Mayotte.  Actes des 54es Journées de Statistiques, Société Française de Statistique (SFdS), Jul 2023, Bruxelles, Belgique. https://hal.science/hal-04424077

• Ibrahim Bouzalmat, Benoîte De Saporta, Solym Manou-Abi. Estimation de paramètres pour un modèle de propagation de la fièvre typhoïde à Mayotte. Actes des 53 èmes Journées de Statistiques, 2022. https://hal.science/hal-04417532

• Stefana Fandresena Tsilefa, Solym M. Manou-Abi, Angelo Raherinirina. Numerical convergence of somestochastic compartmental models in epidemiology. Proceedings of CARI 2022, Oct 2022, Tunis, Tunisia. https://inria.hal.science/hal-03715840

• Solym M. Manou-Abi. Rate of convergence to stable law using zolotarev distance.  Proceedings of the 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), University of London, UK.  

• Solym Manou-Abi and William Dimbour (2017). S-asymptotically periodic solutions in the p-th mean for a Stochastic Evolution Equation driven by Q-Brownian motion. Proceedings of the International Conference on Applied Mathematics (ICAM2017), Taza, Morocco. Adv. Sci. Technol. Eng. Syst. J. 2(5), 124-133. (https://doi.org/10.48550/arXiv.1711.03767) 

                                          Applied science Papers related to real life data or any other field

• Solym M. Manou-Abi, Yousri Slaoui, and Julien Balicchi (2022). Estimation of some epidemiological parameters with the Covid-19 data of Mayotte. Frontiers in Applied Mathematics and Statistics. Vol. 8(67). https://www.frontiersin.org/articles/10.3389/fams.2022.870080/full

• Jean-Berky Nguala and Solym M. Manou-Abi. Contextualisation des situations d’apprentissage en mathématiques par des heuristiques des élèves s’appuyant sur la langue locale à Mayotte : portée et limites (Preprint 2023).

• Jean-Berky Nguala, Solym M. Manou-Abi. Statistical modeling of the attitudes toward mathematics and density estimation with a survey data from Mayotte.  Preprint (2023) 

                             Vulgarisation publications (in French)

• Jean-Berky Nguala, Solym M. Manou-Abi, Angelo Raherinirina and Yousri Slaoui (2023). Jeux et arts traditionnels, supports d’apprentissage des mathématiques. Microscoop (Bulletin de vulgarisation CNRS), Octobre 2023 (link)

• Solym M. Manou-Abi, Yousri Slaoui and Julien Balicchi (2022). A Mayotte, une approche mathématique de la pandémie. Microscoop (Bulletin de vulgarisation CNRS), Mars 2022 (link)

• Julien Balicchi, Yassine Kilani, Nils Paragot, Herman Nzaba-Loundou, Hasinandrianina Rumaux, Andani Andjilani, Solym Manou-Abi, Achim Aboudou, Anil Arkbaraly (Février 2025). Une photographie du paysage sanitaire Mahorais. Baromètre Santé Environnement, ARS. PDF

• Herman Nzaba-Loundou, Julien Balicchi, Ambdoul-Bar Idaroussi, Charlotte Dugourd-Camus, Maoulide Saindou, Maxime Ransay-Colle, Andani Andjilani, Florine Clavier, Solym Manou-Abi, Vincent Calvez, Achim Aboudou (2024). Maladies vectorielles à Mayotte et comportements associés. A paraître dans Baromètre Santé Environnement, ARS. PDF

• Solym M. Manou-Abi, Said Said Hachim, Jean-Berky Nguala. A Mayotte, une approche statistique d'apprentissage  des données du volcan Fani Maorè. A venir. 2025. Microscoop (Bulletin de vulgarisation CNRS)