4 papers
Time-Critical Multimodal Medical Transportation: Organs, Patients, and Medical Supplies
Elaheh Sabziyan Varnousfaderani, Syed A. M. Shihab, Mohammad Taghizadeh
Timely transportation of organs, patients, and medical supplies is critical to modern healthcare, particularly in emergencies and transplant scenarios where even short delays can s…
Deep Learning Based Multi-Level Classification for Aviation Safety
Elaheh Sabziyan Varnousfaderani, Syed A. M. Shihab, Jonathan King
Bird strikes pose a significant threat to aviation safety, often resulting in loss of life, severe aircraft damage, and substantial financial costs. Existing bird strike prevention…
Bird Movement Prediction Using Long Short-Term Memory Networks to Prevent Bird Strikes with Low Altitude Aircraft
Elaheh Sabziyan Varnousfaderani, Syed A. M. Shihab
The number of collisions between aircraft and birds in the airspace has been increasing at an alarming rate over the past decade due to increasing bird population, air traffic and…
Deep-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility
Elaheh Sabziyan Varnousfaderani, Syed A. M. Shihab, Esrat F. Dulia
Near future air taxi operations with electric vertical take-off and landing (eVTOL) aircraft will be constrained by the need for frequent recharging of eVTOLs, limited takeoff and…