Artificial intelligence & machine learning

Artificial intelligence and machine learning have tremendous potential. Together with our members, we are doing world-class research into the application of artificial intelligence and machine learning for research purposes. We are also exploring the potential in education and ICT facilities.

Neural network

Podcast: AI Innovators

In our podcast series AI Innovators, we look at the possibilities of Artificial Intelligence in education and research. In the first episode, Caspar van Leeuwen (SURF) talks about what AI actually is, and how we can make AI an accessible discussion topic.

Listen on Soundcloud (in Dutch) 

Microfoon

Research

Video: GPUs for machine learning

In this film, 3 researchers tell us how they use machine learning in their work.

Pattern recognition for COVID-19

Artificial intelligence can be used to recognise patterns in X-rays and CT scans. SURF has experience in developing AI applications for detecting pneumonia and other lung diseases on X-rays. Currently, we are also committed to detecting COVID-19 patterns.

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Research into machine learning

Within the SURF Open Innovation Lab, we are investigating whether machine learning can improve traditional high-performance computing. We are also investigating scalable ways of training neural networks, for example in the area of image recognition.

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Self-learning machines hunt for explosions in the universe

The CORTEX consortium of 12 partners from academia, industry and society will make self-learning machines faster, to figure out how massive cosmic explosions work.

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Klimaatmodel

How machine learning can improve HPC applications

Scientists apply machine learning techniques to improve traditional mathematical simulations, such as weather forecasting.

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Education

SIG AI in Education

This special interest group (SIG) wants to gather and expand knowledge and insights about artificial intelligence. Both practical applications and ethical and social aspects.

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Onderzoekers in workshop met beeldscherm

Special Interest Group Learning Analytics

Learning analytics concerns the collection, analysis and interpretation of data about students in education. The collected data can be used to improve education.

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Sharing and finding open educational resources

SURF is investigating smart techniques, such as full text search and machine learning, that make it easier to share and find open educational resources (OER).

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Looking for technology to share and find OER more effectively

13 tips to make metadating easier and reduce the search time for instructors.

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Leerlingen achter laptop met boeken bij Fontys Eindhoven

Successful use of study data

The Educational Innovation Acceleration Plan with ICT is working on the opportunities that digitisation offers higher education in the Netherlands. In the Study Data Zone, we investigate the preconditions that make the use of study data a success.

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Data-analyse TU Eindhoven

Help! The pc is smarter than the teacher!

SURF organises the Daphne Riksen writing award to encourage better writing about technology, innovation and education.

Read the winning essay 2019 (in Dutch)

ICT facilities

beeld slotje in netwerk

Guarding your network automatically

What can artificial intelligence do for security?

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New insights into your network traffic with artificial intelligence

We have investigated how AI can be used to gain new insights into the SURF network. Based on data from the past, we are able to make predictions up to a year ahead about the load on our members' network connections.

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Services

Compute services

Do you encounter limitations with your own systems? SURF offers researchers a wide range of services in the field of high performance computing (HPC): tens of thousands of times faster than your PC.

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Using study data

More and more education takes place online, allowing us to collect more study data. How do you use this study data in a safe and reliable way to improve education? With learning analytics, study data can be converted into valuable reports for both instructor and student.

Find out more (Dutch only)

Data and server services

As an institution, you can build and manage your own IT infrastructure. But you can also use these functionalities in the cloud. This is more flexible, scalable and cheaper. SURF offers various solutions to take the step to the cloud, from IaaS to cloud storage.

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