Current Master Projects

The CWI master projects below are currently open for applications. If you want more information about the scope of a project, please click on the link.

Algorithms & Complexity/QuSoft

The Algorithms & Complexity research group and QuSoft are currently offering these master projects:

• Non-local game hierarchy with a limited entanglement

Computational Imaging

The Computational Imaging group is currently offering these master projects:

• Exploring the Design Space of Optical Neural Networks for Intelligent Imaging Systems
• Using diffusion models for Tomographic Imaging
• Iterative image reconstruction with noisy data and inexact adjoints
• Non-linear waveform inverse for biomedical ultrasound imaging
• Ultrasound non-destructive testing
• ‘Hearing’ the shape of a nano-particle
• Differentiable geometry for optimized Computed Tomography

Database Architectures

The Database Architectures group is currently offering these master projects:

• MSc projects at CWI, Motherduck and Databricks Amsterdam 2024-2025

Distributed & Interactive Systems

The Distributed & Interactive Systems group is currently offering these master projects:

• Master's thesis topics at DIS 2025

Evolutionary Intelligence

The research of the Evolutionary Intelligence group is focused on Evolutionary Algorithms (EAs) and Machine Learning (ML). We are always open to Master students interested in working on fundamental and applied problems in EAs, ML, and the intersection of both.

Contact: peter.bosman@cwi.nl

Human-Centered Data Analytics

The Human-Centered Data Analytics group has currently no master projects.

Intelligent and Autonomous Systems

The Intelligent and Autonomous Systems group is currently offering these master projects:

• Internships at Intelligent and Autonomous Systems

Machine Learning

The Machine Learning group is currently offering these master projects:

• Best arm identification in survival models
• ϵ-Best mixture identification
• Life-long online learning
• Various projects on E-values, always-valid confidence sequences and "safe testing"
• Learning to attend to classify

Networks & Optimization

The Networks & Optimization group is currently offering these master projects:

• Algorithm Engineering for DNA Assembly
• Budget-feasible Mechanism Design with Predictions
• Indexing extra-large data for long patterns using small space
• Inefficiency of Corruption in Single-item Auctions

Scientific Computing

The Scientific Computing group is currently offering these master projects:

• Machine learning for stochastic parameterization and closure modeling in multiscale systems
• Small closure models
• Subgridscale representations

Software Analysis and Transformation

The Software Analysis and Transformation group is currently offering these master projects:

• Short agile feedback loops
• Static Analysis across language boundaries
• RADCAL: new semantics for arithmetic
• Philips Image Guided Therapy
• ICTU overheidsorgaan voor digitalisering

Stochastics

The Stochastics group is currently offering these master projects:

• Automatic Signal Recognition with Artificial Intelligence// Data Stealing and Federated Learning

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