# Track overview

**Source**: https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/track-overview
**Parent**: https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems

- [Menu](#sideMenu--accordion-197145)

  - [Master Artificial Intelligence and Engineering Systems](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems)

    - [Degree structure](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/degree-structure)
    - [Track overview](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/track-overview)
    - [Admission and enrollment](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/admission-and-enrollment)
    - [Pre-master](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/pre-master)
    - [Study in Numbers](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/study-in-numbers)
    - [After graduation](https://www.tue.nl/en/education/graduate-school/master-artificial-intelligence-and-engineering-systems/after-graduation)
    - [International students](https://www.tue.nl/en/education/become-a-tue-student)

The AI&ES program is structured around **six key interdisciplinary tracks**, allowing students to tailor their learning to specific industries:

### [1. HIGH-TECH SYSTEMS & ROBOTICS](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-1-high-tech-systems-and-robotics)

- Control principles and machine learning for intelligent systems
- Engineering applications in mechatronics and embedded AI

### [2. MOBILITY](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-2-mobility)

- AI-driven smart transportation solutions
- Autonomous driving technologies
- Data science for traffic optimization

### [3. HEALTHCARE](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-3-healthcare)

- AI applications in medical imaging and diagnostics
- Personalized healthcare solutions
- Machine learning for bioengineering

### [4. SMART CITIES AND ENERGY SYSTEMS](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering-systems/tracks/tracks-overview/track-4-smart-cities-and-energy-systems)

- Urban AI solutions for sustainability
- Data analytics for smart infrastructure
- AI in energy efficiency and environmental monitoring

### [5. SCIENCE & DISCOVERY](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering-systems/curriculum/tracks/track-5-science-and-discovery)

- AI in fundamental scientific research
- Computational physics and AI-driven simulations
- Data-driven exploration in physics, chemistry, and beyond

### [6. SMART MANUFACTURING SYSTEMS](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-6-manufacturing-systems)

- AI-powered industrial automation
- Data analytics for predictive maintenance
- Digital twin technology for smart manufacturing

##

[### High-tech systems and robotics

gathering and processing data to designing robust pipelines and integrating cutting-edge models](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-1-high-tech-systems-and-robotics)[### Mobility

train and apply AI to build smart decision-making systems](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-2-mobility)[### Healthcare

transform healthcare, giving doctors deeper insights and helping improve patient care](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-3-healthcare)[### Smart cities

make a meaningful impact on the cities of tomorrow through AI](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering-systems/tracks/tracks-overview/track-4-smart-cities-and-energy-systems)[### Science and Discovery

combine physical laws with machine learning to discover deeper scientific insights](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering-systems/curriculum/tracks/track-5-science-and-discovery)[### Manufacturing systems

advance manufacturing systems with AI](https://educationguide.tue.nl/programs/graduate-school/masters-programs/artificial-intelligence-engineering/curriculum/tracks/track-6-manufacturing-systems)

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