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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.

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Partners

Egyptian Air Quality Prediction Quantum CompetitionWho 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