Loubna Benabbou, Université du Québec à Rimouski

Research

supply chain management machine learning optimization decision aid sustainability resilience maritime supply chain digital transformation

Latest papers

Longitudinal bi-criteria framework for assessing national healthcare responses to pandemic outbreaks.
Scientific reports · 2024
Designing a Transportation-Strategy Decision-Making Process for a Supply Chain: Case of a Pharmaceutical Supply Chain.
International journal of environmental research and public health · 2021

All 2 publications

Latest funding

Empowering Digital and Sustainable Transformation in Resilient Maritime Supply Chains: A Data-Driven Decision Support Models
NSERC · 2024 · Principal investigator
$38,000
Approches de Valorisation des Données pour le Pilotage d'une Chaîne d'Approvisionnement Digitale, Agile, Flexible et Durable.
NSERC · 2020 · Principal investigator
$45,000

All 2 grants and awards

2 publications.

01

Longitudinal bi-criteria framework for assessing national healthcare responses to pandemic outbreaks.

Guitouni A, Belacel N, Benabbou L, Moa B, Erman M, Abdul H

Scientific reports2024

DOI: 10.1038/s41598-024-69212-x PMID: 39333580

02

Designing a Transportation-Strategy Decision-Making Process for a Supply Chain: Case of a Pharmaceutical Supply Chain.

Haial A, Benabbou L, Berrado A

International journal of environmental research and public health2021

DOI: 10.3390/ijerph18042096 PMID: 33669997

Empowering Digital and Sustainable Transformation in Resilient Maritime Supply Chains: A Data-Driven Decision Support Models

Principal investigatorNSERC2024Discovery Grants Program - Individual

Principal investigators: Benabbou, Loubna

Keywords: supply chain management; machine learning; optimization; decision aid; sustainability; resilience; maritime supply chain; digital transformation; data driven models; digital twin

$38,000

Approches de Valorisation des Données pour le Pilotage d'une Chaîne d'Approvisionnement Digitale, Agile, Flexible et Durable.

Principal investigatorNSERC2020Discovery Development Grant

Principal investigators: Benabbou, Loubna

$45,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Frequent collaborators

Adel Guitouni

Gustavson School of Business

1 shared papers, latest 2024

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their NSERC grant from 2024

Subject: Prospective PhD student: supply chain management Dear Professor Benabbou, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Longitudinal bi-criteria framework for assessing national healthcare responses to pandemic outbreaks." (2024), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Empowering Digital and Sustainable Transformation in Resilient Maritime Supply Chains: A Data-Driven Decision Support Models" (2024), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]