Portrait de Ahmed Ragab

Ahmed Ragab

Membre affilié
Professeur associé, Polytechnique Montréal, Département de mathématiques et génie industriel
Natural Resources Canada
Sujets de recherche
Agent basé sur un LLM
Apprentissage automatique appliqué
Apprentissage automatique et changement climatique
Apprentissage par renforcement
Apprentissage profond
Causalité
Détection d'anomalies
IA centrée sur l'humain
IA et durabilité
IA pour l'humanité
Interprétabilité
Modélisation moléculaire
Optimisation
Planification
Recherche opérationnelle
Sécurité de l'IA
Systèmes énergétiques
Systèmes multi-agents
Télédétection par satellite
Théorie de l'information quantique
XAI (IA explicable)

Publications

Accelerated green material and solvent discovery with chemistry- and physics-guided generative AI
Eslam G. Al-Sakkari
Marzouk Benali
Olumoye Ajao
Daria C. Boffito
Simulate intelligently: Causal incremental reinforcement learning for streamlined industrial chemical process design optimization
Eslam G. Al-Sakkari
Mohamed Ali
Daria C. Boffito
Ensemble machine learning to accelerate industrial decarbonization: Prediction of Hansen solubility parameters for streamlined chemical solvent selection
Eslam G. Al-Sakkari
Mostafa Amer
Olumoye Ajao
Marzouk Benali
Daria C. Boffito
Mouloud Amazouz
Ensemble machine learning to accelerate industrial decarbonization: Prediction of Hansen solubility parameters for streamlined chemical solvent selection
Eslam G. Al-Sakkari
Mostafa Amer
Olumoye Ajao
Marzouk Benali
Daria Camilla Boffito
Mouloud Amazouz
Ensemble machine learning to accelerate industrial decarbonization: Prediction of Hansen solubility parameters for streamlined chemical solvent selection
Eslam G. Al-Sakkari
Mostafa Amer
Olumoye Ajao
Marzouk Benali
Daria Camilla Boffito
Mouloud Amazouz
Learn-To-Design: Reinforcement Learning-Assisted Chemical Process Optimization
Eslam G. Al-Sakkari
Mohamed Ali
Daria C. Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities.
Eslam G. Al-Sakkari
Daria Camilla Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities.
Eslam G. Al-Sakkari
Daria Camilla Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities.
Eslam G. Al-Sakkari
Daria Camilla Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities.
Eslam G. Al-Sakkari
Daria Camilla Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities.
Eslam G. Al-Sakkari
Daria Camilla Boffito
Mouloud Amazouz
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities
Eslam G. Al-Sakkari
Daria C. Boffito
Mouloud Amazouz