3 papers
cond-mat.mtrl-sci2026
CNN-Based Classifier for Automated Identification of Magnetic States in Spin Dynamics Simulations
Amal Aldarawsheh, Ahmed Alia, Stefan Blügel
The identification and classification of different magnetic states are essential for understanding the complex behavior of magnetic systems. Traditional approaches that rely on han…
cs.CV2025
Social LSTM with Dynamic Occupancy Modeling for Realistic Pedestrian Trajectory Prediction
Ahmed Alia, Mohcine Chraibi, Armin Seyfried
In dynamic and crowded environments, realistic pedestrian trajectory prediction remains a challenging task due to the complex nature of human motion and the mutual influences among…
physics.soc-ph2024
Hybrid Machine Learning and Physics-based Modelling of Pedestrian Pushing Behaviours at Bottlenecks
Qiancheng Xu, Ezel Ãsten, Ahmed Alia +3
In high-density crowds, close proximity between pedestrians makes the steady state highly vulnerable to disruption by pushing behaviours, potentially leading to serious accidents.…