Research
Research Projects
Explore cutting-edge research projects, scientific publications, ongoing discoveries, and indexed publications in Artificial Intelligence and Internet of Things
Time-Series Foundation Models for Few-Shot Probabilistic Forecasting at New Renewable Sites
Evaluate whether time-series foundation models can deliver reliable probabilistic forecasts for newly commissioned renewable-energy sites with very li...
Federated Non-Intrusive Load Monitoring for Privacy-Preserving Demand Response
Disaggregate household electricity consumption by appliance without transmitting raw load curves and quantify the residual privacy risk through empiri...
Carbon- and Water-Aware Scheduling of AI Workloads in Emerging-Market Data Centres
Schedule AI training and inference workloads according to grid carbon intensity and cooling-related water constraints. This topic is partially explora...
Pedagogically Aligned LLM Tutors with Answer-Leakage Control for Engineering Mathematics
Design an LLM tutor that provides guided support without revealing full answers and evaluate its robustness against student strategies intended to ext...
Multimodal Rubric-Based Assessment of Handwritten Scientific Work with Calibrated Confidence
Assess handwritten scientific work containing equations and diagrams using explicit rubrics, while referring low-confidence cases to instructors.
Code-Switched Darija-French Tutoring Agents for STEM Accessibility
Investigate whether controlled Darija-French code-switching in STEM tutoring reduces cognitive load for students undergoing a language-of-instruction...
Fair and Actionable Early-Warning Analytics for Student Dropout in Engineering Programs
Predict dropout risk from learning traces while auditing subgroup fairness and linking each warning to interventions that the institution can realisti...
Automated Assessment of AI Literacy Competencies Aligned with International Frameworks
Develop and validate an AI-literacy competency assessment aligned with international frameworks and adapted to the Moroccan educational context. This...