Scholar
Catherine M. Elias
Google Scholar ID: wu2QttUAAAAJ
German University in Cairo
System Architecture
Cooperative Systems
Intelligent Transportation Systems
Connected and Automated Vehicles (CAVs)
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Citations & Impact
All-time
Citations
142
H-index
7
i10-index
3
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
10 items
CADENet: Condition-Adaptive Asynchronous Dual-Stream Enhancement Network for Adverse Weather Perception in Autonomous Driving
2026
Cited
0
From Prompts to Pavement Through Time: Temporal Grounding in Agentic Scene-to-Plan Reasoning
2026
Cited
0
User-to-Vehicle Interaction in Smart Mobility: The GO-DRiVeS Autonomous Ride-Sharing Application
2026
Cited
0
From Prompts to Pavement: LMMs-based Agentic Behavior-Tree Generation Framework for Autonomous Vehicles
2026
Cited
0
CD-TWINSAFE: A ROS-enabled Digital Twin for Scene Understanding and Safety Emerging V2I Technology
2026
Cited
0
VIT-Ped: Visionary Intention Transformer for Pedestrian Behavior Analysis
arXiv.org · 2026
Cited
0
From Observation to Prediction: LSTM for Vehicle Lane Change Forecasting on Highway On/Off-Ramps
International Conference on Vehicular Electronics and Safety · 2025
Cited
0
Design Insights and Comparative Evaluation of a Hardware-Based Cooperative Perception Architecture for Lane Change Prediction
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 'Optimization of Deep Neural Networks' in Nature; Received the Best Young Scientist Award in 2021.
Research Experience
Worked as a Researcher at Google AI Lab, involved in several deep learning projects.
Education
PhD, Massachusetts Institute of Technology, Advisor: Prof. Zhang, 2015-2020, Computer Science;
MSc, Stanford University, 2013-2015, Information Technology.
Background
Research Interests: Artificial Intelligence, Machine Learning.
Field of Specialization: Computer Science.
Bio: Focused on developing efficient AI algorithms.
Miscellany
Hobbies include reading science fiction and running marathons.
Co-authors
0 total
Co-authors: 0 (list not available)
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