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Dr. Mireille EL Haddad is a Junior Data Scientist at Data Pop Alliance. Her work focuses on designing new methodologies in Machine Learning and Artificial Intelligence for Social Science applications. Her purpose is to apply the algorithms for better understanding of the local realities and human problems in order to provide recommendations for the organizations and governments. She is working on projects in AI and Statistics for SDGs and Resilient Livelihoods and Ecosystems Programs in the Data Science team.
She holds a BS in pure Mathematics from the Lebanese University in Metn-Lebanon, a MS in Numerical analysis from Saint-Joseph University in Metn- Lebanon and a PhD in Applied Mathematics from Pierre and Marie-Curie University in Paris- France. She also has more than 5 years of experience in research in Temple University, Pennsylvania- USA and Laval University in Quebec- Canada with an in-depth focus on designing algorithms and modeling industrial applications. She has publications in peer reviewed journals.
Publications
– M. El Haddad, F.Hecht, and T.Sayah. Interface transport scheme of a two-phase flow by the method of characteristics. International Journal for Numerical Methods in Fluids –Wiley. July 2016 – DOI: 10.1002/fld.4280.
– M. El Haddad, F.Hecht, T.Sayah and P.H Tournier. Parallel computing investigations for the projection method applied to the interface transport scheme of a two-phase flow by the method of characteristics. Journal of Numerical algorithms-Springer- February 2018.DOI: 10.1007/s11075-018-0492-4.
– M. El Haddad, J. Garay, D. Szyld, and F. Magoules. Asynchronous optimized Schwarz methods for one-way subdivision of bounded domains. Numerical Linear Algebra with Applications. December 2019. DOI: 10.1002/nla.2279
– M. El Haddad, Y. Belhamadia, J. Deteix, D. Yakoubi. A projection scheme for phase change problems with convection. Computers & Mathematics with Applications 108(2, Part-1):109-122- February 2022. DOI: 10.1016/j.camwa.2022.01.001
– M.El Haddad and G.Tierra Chica. A thermodynamically consistent model for two-phase incompressible flows with different densities. Derivation and efficient energy-stable numerical schemes. Computer Methods in Applied Mechanics and Engineering journal -November 2021. DOI:10.1016/j.cma.2021.114328
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