Mohammed V University

Cognitive assessment and progress in language skills in Arabic-speaking subjects with neurodevelopmental dyslexia

Objectives: Developmental dyslexia affects a significant number of children and represents a major challenge for educational systems and healthcare professionals. The evolution of the oral and written language skills of dyslexic children is attracting growing interest, particular...

Phenology-Informed Crop Type Mapping in Semi-Arid Morocco Using Sentinel-2 NDVI Time Series: A Machine Learning Approach with Temporal Sensitivity Analysis

Accurate crop mapping is essential for food security and water resource management in semi-arid North Africa. This study evaluated four machine learning algorithms for crop classification using Sentinel-2 NDVI time series in the Al Haouz region, Morocco with a time series of 12 d...

A narrative review of Zika virus cardiotropism and atrial fibrillation from pathogenesis and diagnostic challenges to inflammation aware management

Systemic inflammation is a key driver of atrial fibrillation (AF), but the mechanisms linking specific viral triggers to arrhythmogenesis are not fully understood. Zika virus (ZIKV) infection, which can induce a significant inflammatory response, provides a compelling clinical mo...

After-Sales Service Network Design Under Demand Uncertainty: A Two-Stage Stochastic Program with Interchangeable Resources

Before failures are known, an after-sales provider must decide where to open service centers, how to staff and cross-train technicians, how much spare-part throughput to reserve, and how much service capacity to keep in-house. Two features of this planning problem require separat...

Computational investigation of the antibacterial and antioxidant potential of Rosa damascena essential oil from Morocco: Molecular docking and ADMET analysis of fourteen volatile compounds

The emergence of multidrug-resistant bacterial strains has intensified the search for novel plant-derived antimicrobial agents. The present study reports the first comprehensive in silico investigation of the major volatile constituents of Rosa damascena Mill. essential oil (RDEO...

Use of artificial intelligence for medication adherence assessment in patients with type 2 diabetes: an exploratory study in Morocco using ChatGPT and the validated general medication adherence scale

Objectives: Medication adherence remains a major challenge in the management of type 2 diabetes (T2D), especially in middle-income countries such as Morocco. With the rapid development of artificial intelligence, large language models, including ChatGPT, may offer new opportuniti...

S-AI-CCC: Controlled Cognitive Canonicalization

Background. Large language models routinely transform mathematical expressions, logical formulas, symbolic problems, and unstructured inputs into more regular, compressed, or conventionally normalized forms. We call this phenomenon implicit canonicalization: an emergent statistic...

S-AI-CCC: Controlled Cognitive Canonicalization

Background. Large language models routinely transform mathematical expressions, logical formulas, symbolic problems, and unstructured inputs into more regular, compressed, or conventionally normalized forms. We call this phenomenon implicit canonicalization: an emergent statistic...

AI-based analysis of key predictors of CO2 emissions across income groups

This study examines how macroeconomic, energy, demographic, and trade factors are associated with CO 2 emissions across country income groups using World Bank World development indicators (WDI) data (1990–2023). A set of deep learning models (multilayer perceptron (MLP), recurren...