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Egyptian Air Quality Prediction Quantum Competition
Quantum computing is a transformative technology with the power to solve complex, large-scale problems far beyond the capacity of traditional supercomputers. Not only does it offer a computational leap, but it is also energy-efficient, presenting a sustainable alternative to today's power-intensive AI infrastructure.
This national competition addresses a critical issue: air pollution in Egypt. In 2021, Egypt recorded over 115,700 deaths related to particulate matter (PM2.5) exposure.
Aligned with the UN Sustainable Development Goals (SDGs)—notably Goal 3 (Good Health and Well-Being) and Goal 11 (Sustainable Cities and Communities)—this initiative supports sustainable, data-driven solutions to mitigate health risks and improve air quality.
Limited Seats Available – Early Applicants Get Priority!
Be part of the first nationwide initiative to harness quantum computing for predicting PM2.5 pollution levels in Egypt.
Who Should Apply?
- Undergraduate and postgraduate students from Egypt
- Researchers in quantum computing, AI, or environmental sciences
- No prior quantum experience required!
Why Join?
- Free, ASRT-funded training program
- Certificate of completion and chance to win cash prizes
- Contribute to solving one of Egypt's most urgent environmental challenges
- Engage with leading academics and industry professionals
Agenda
July 13–22, 2025
Location: Nile University (Hybrid Format)
Topics Covered:
- Quantum Mechanics & Quantum Computing Basics
- Quantum Neural Networks & Noise Theory
- Introduction to Particulate Matter Estimation
- Quantum AI Frameworks: Qiskit and PennyLane
Daily Activities:
- Expert-led lectures from global and Egyptian institutions
- Daily hands-on labs using real-world satellite data
- No prerequisites—designed for beginners and experts alike
Kickoff: July 22, 2025
- Apply quantum and AI skills learned in the Summer School
- Predict PM2.5 levels across Egypt using historical satellite data
- Compete for national recognition and cash prizes
- Full competition guidelines and datasets to be released at launch
Summer School Schedule
Day
|
Date
|
Topic
|
Instructor(s)
|
TA(s)
|
Time & Activities
|
Location
|
---|---|---|---|---|---|---|
Day 1 – Opening
|
Sun, Jul 13
|
Opening Ceremony & Intro to Quantum Mechanics & Computing
|
Prof. Ahmed El Mahdy
|
Ahmed Gamal, Mohamed Murad
|
09:00–10:00: VIP Reception & Keynotes
10:00–10:30: Coffee Break1
0:30–12:00: Two-Slit Experiment12:00–13:30: Quantum Circuit Model
14:00–15:30: Qiskit Lab
|
Auditorium UB2 (G62) & Room 127
|
Day 2
|
Mon, Jul 14
|
Intro to Quantum Mechanics & Computing
|
Prof. Ahmed El Mahdy
|
Ahmed Gamal, Mohamed Murad
|
09:00–10:30: Wave Equation11:00–12:30: Quantum Systems Composition13:30–15:30: Pennylane Lab
|
Room 127 & Room 142
|
Day 3
|
Tue, Jul 15
|
Quantum Systems
|
Prof. Ahmed El Mahdy, ProfTamer Abouelfadl,
Dr.Salem Farag Hegazy
|
Ahmed Gamal, Muhammad Hosam
|
09:00–10:30: Processor Tech 111:00–12:30: Processor Tech 213:30–15:30: Physical QC Lab
|
Room 127
|
Day 4
|
Wed, Jul 16
|
Quantum Noise
|
Prof.Ahmed El Mahdy, Dr. Norhan Elsayed
|
Ahmed Gamal, Mohamed Murad
|
09:00–10:30: Quantum Noise Theory
11:00–12:30: Fault-Tolerant QC
13:30–15:30: Pennylane with Noise Lab
|
Room 127
|
Day 5
|
Sun, Jul 20
|
Machine Learning
|
Dr. Noha Gamal, Dr. Ghada Khoriba
|
—
|
09:00–10:30: ML Foundations 111:00–12:30: ML Foundations 213:30–15:30: ML Lab
|
Room 127
|
Day 6
|
Mon, Jul 21
|
Quantum Machine Learning
|
Prof.Ahmed El Mahdy, Dr. Marwa Aref Sorour
|
Ahmed Gamal
|
09:00–10:30: Variational Circuits 111:00–12:30: Variational Circuits 213:30–15:30: Pennylane Lab
|
Room 127
|
Day 7
|
Tue, Jul 22
|
Advanced QML
|
Prof.Ahmed El Mahdy,Prof. Walid Gomaa (Japanese Univ.)
|
Ahmed Gamal, Mohamed Murad
|
09:00–10:30: QML Challenges 111:00–12:30: QML Challenges 213:30–15:30: Pennylane Lab
|
Room 127
|
Day 8
|
Wed, Jul 23
|
PM2.5 Estimation from Satellite
|
Egyptian Meteorological Authority & UNDRR
|
—
|
09:00–10:30: Satellite Imaging11:00–13:00: Data Acquisition Lab14:00–16:30: Competition Problem Kickoff
|
Room 127
|
Objectives:
- Predict PM2.5 levels using historical satellite data
- Forecast timing and locations of extreme air pollution events
- Compare classical AI and quantum approaches
- Build national capacity in quantum applications for environmental science
Competition Details:
- Starts July 22, 2025
- Participants will be guided to develop quantum models
- Winners will receive national recognition and cash prizes
Contact Us
For any inquiries, please fill out the contact form below
Organizing Committee
Meet the distinguished faculty and professionals behind the Egyptian Air Quality Prediction Quantum Competition and Summer School:
Event Leadership
- Event Chair:
Prof. Ahmed El-Mahdy
Event Management
- Event Manager:
Dr. Noha Gamal
Finance & Administration
- Finance Chair:
Office of Sponsored Programs (OSP)
Administration, Marketing and Media
- Media Coordinator:
Ms. Habiba
Event Administration Team:
Eng. Mohamed Ashraf
Ms. Kholod Siam
Academic and Content Team
- Course Development Manager:
Dr. Ahmed El-Mahdy - Content Management Faculty:
- Prof. Ahmed El-Mahdy
- Prof. Tamer Abouelfadl
- Prof. Salem Farag Hegazy
- Dr. Ghada Khoriba
- Dr. Noha Gamal
- Dr. Walid Gomaa
- Dr. Norhan Elsayed
- Program Manager:
- Prof. Sahar Fawzy
Institutional and National Partners
- Egyptian Meteorological Authority (هيئة الأرصاد الجوية المصرية)
- United Nations Office for Disaster Risk Reduction (UNDRR)
Jury Committee
- Jury Chair:
Dr. Marwa Sorour
Competition Problem Statement and Dataset Preparation
- Prof. Ahmed El-Mahdy
- Dr. Noha Gamal
- Eng. Ahmed Jamal
Technical Support and Engineering Team
- Eng. Ahmed Jamal
- Eng. Mohamed Mourad
- Eng. Karim El-Tohamy
- Eng. Al-Amir Hassan