AI&ES — 2026-2027

Scheme

Year 1

5ARA0 Software engineering for artificial intelligence D2

5ARE0 Data analysis and learning methods C

5ARF0 Ethics of AI: theory and practice E

5ARH0 Information literacy, research integrity, and academic writing B

5ARD0 Engineering systems ^[1] A

5ARG0 Professional development AI&ES B

5SC29 Stochastic processes, filtering and estimation E

5ARIP10 Team internship

4CM40 Engineering systems ^[1] D

4DM20 Engineering optimization B

[1] Engineering systems — choose 1 of 2: 5ARD0 Control principles for linear systems, 4CM40 Physical and data-driven modelling.

Year 2

5ARG45 Graduation project AI&ES 45 ects

Recommended electives

1CM290 Maintenance optimization and engineering A

4BM60 Interfacial transport phenomena in engineering flows A

4MM00 Composite and light-weight materials: design and analysis A

5CTA0 Statistical signal processing A

7SS6M0 Digital design & manufacturing A

35SMP Soft Matter Physics B

3MA010 Computational and mathematical physics B

4AT090 Smart vehicles B

4CM10 System theory for control B

7SB2M0 Data science for intelligent buildings B

8DM50 Machine learning in medical imaging and biology B

8DM60 Multimodal AI in biomedicine B

2AMM20 Research Topics in Data Mining B1,B2

0HM310 Automotive societal factors C

34PMS Physics Modelling and Simulations C

4CM00 Control engineering C

7B2M0 Building performance and energy systems simulation C

1CM160 Manufacturing technology D

4MM10 Advanced computational continuum mechanics D

5CSA0 Modeling dynamics D

35AFD Advanced Fluid Dynamics E

1CM110 Decision-making in transport and mobility A

37INM Introduction to NMR/MRI for Imaging and Flow Visualisation A

4DM10 Multibody and non-linear dynamics A

5LSH0 Computer Vision AI and 3D Data Analysis B

5XSP0 Perception for smart vehicles 2: machine learning B

5LSB0 Monitoring of respiration and circulation B1

4EM40 Heat and flow in microsystems C

5AT020 Electrical drive-battery: design and operation C

5LMA0 Model reduction C

1CM10 Modeling and analysis of manufacturing systems D

4SC000 Optimal control and reinforcement learning D

7SU4M0 Smart healthy urban environments D

8VM60 Ultrasound in the (bio)medical engineering D

5SSD0 Bayesian machine learning and information processing D2

37MBI Molecular Biosensing E

4CM70 Integrated system design E

7M900 Fundamentals of building information modeling E

7SU5M0 Fundamentals of building information modeling E

4SE20ONL Microscale modeling of heat storage materials

1JM40 Behavioral operations management A

2DI66 Advanced Simulation A

2MMN25 Numerical Analysis of Variational PDEs A

4EM30 Scientific computing for Mechanical Engineering A

8DM20 Capita selecta in medical image analysis A + B1

5LMB0 Model predictive control A1

5LSC0 Biomedical sensing technology A2

8TM10 Orthopaedic tissues: biomechanics and mechanobiology B

5SSC0 Adaptive array signal processing B1

5SMB0 System identification C

1CM100 Multi-echelon inventory management C1

1BM110 Data-driven artificial intelligence C2

5LIL0 Intelligent architectures C2

1CM240 Artificial intelligence for logistics and its interfaces D

2DBM90 Applied Biostatistical Modeling D

37CHA Chaos D

4SC080 Supervisory control of cyber physical systems D

4SC090 Control and operation of nuclear fusion reactors D

5LWI0 Computational design with AI methodologies for electromagnetic devices D

5LSJ0 Image analysis for health-care technologies D1

5SEF0 Smart grids, ICT and electricity markets D2

8CM00 Hybrid modelling for biological systems D2

37CFP Advanced Computational Fluid and Plasma Dynamics E

4AI000 Machine learning for multiphysics modelling and design E

4CM120 Data-based optimization of control systems E

5LMC0 Robust control E

5LSM0 Neural networks for computer vision E

2IMA20 Algorithms for Geovisualization E1

5LIJ0 Embedded control systems E1

0HM150 Advanced cognitive engineering

4DM40 Modelling and control of manufacturing networks A

5LWK0 AI techniques in power electronics A

8BE030 Medical image analysis A

4AT080 Vehicle control B

4DM70 Analysis and design of networked dynamical systems B

5SC28 Machine learning for systems and control B

8CM50 Capita selecta in bioinformatics B

1CM310 Design for smart industry B2

0HM280 Human-robot interaction C

1BM120 Decision making with artificial intelligence C

1CM330 Hybrid meta-heuristic algorithms for smart industries C

4AT030 Advanced propulsion systems C

37MLF Machine Learning for Fluid Mechanics D

4AT070 Advanced control for future heavy-duty powertrains D

4CM50 Design principles for precision mechatronics D

4SC020 Mobile robot control D

5LTC0 Brain-inspired optical computation E2

5LIA0 Embedded visual control

5LSL0 Machine learning for signal processing

5LWC0 Advanced actuator design

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