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Featured Research Projects

At the MCML, our researchers work on a wide range of innovative projects at the intersection of theory, data, and applications.

From Research to Impact

Discover selected research initiatives that stand out through scientific excellence, interdisciplinary collaboration, and relevance for real-world challenges. These projects reflect the diversity and strength of the MCML community.

Link to RobCo Is TUM’s 24th Unicorn

08.10.2026

RobCo Is TUM’s 24th Unicorn

Robotics Start-Up Offers a Simple Solution for Industrial Manufacturing

The Munich-based robotics start-up RobCo is the latest unicorn to emerge from the Technical University of Munich (TUM). Founded six years ago by three former robotics students from the TUM Chair of …

Link to How a Startup Is Making AI Faster and More Sustainable

05.10.2026

How a Startup Is Making AI Faster and More Sustainable

Pruna AI Develops Optimized, Highly Efficient AI Models

The capabilities of artificial intelligence (AI) are growing rapidly; at the same time, energy consumption and costs are rising. This is where Pruna AI comes in: The startup develops highly efficient …

Link to Transparency for Global Health Aid

26.08.2026

Transparency for Global Health Aid

Using AI to Reveal Funding Disparities

To what extent does the allocation of aid for combating disease correspond to disease burden? LMU researchers have developed a machine learning pipeline that helps uncover relative discrepancies in …

Link to How Fair Does AI Seem in Job Interviews?

20.07.2026

How Fair Does AI Seem in Job Interviews?

Enkelejda Kasneci Explores Fairness in AI Job Interviews

Many companies rely on AI for recruitment. A new study shows that job applicants mostly trust the avatars conducting their interviews – but only until they receive a rejection. How fair this decision …

Link to TUM Develops Intelligent 3D Twins of Crime Scenes

20.07.2026

TUM Develops Intelligent 3D Twins of Crime Scenes

Advancing AI for Digital Crime Scene Investigation

A crime scene is often accessible only for a short period of time. During that time, all relevant evidence must be documented quickly, and even small details can prove crucial. Researchers at the …

Link to How Autonomous Systems Learn to Understand Their Environment

08.07.2026

How Autonomous Systems Learn to Understand Their Environment

Startup SE3 Labs Develops Spatial AI

Generative AI like ChatGPT can write text, generate images, and even write code. But when it comes to the physical world, these models reach their limits. They have only a limited understanding of …

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