The University of Liverpool’s Institute for Digital Engineering and Autonomous Systems (IDEAS) will co-locate world-class academic research and industrial application in the areas of Autonomous Systems, Robotics, Data Analytics and Artificial Intelligence. IDEAS is comprised of the Virtual Engineering Centre (VEC), Digital Innovation Facility (DIF) and Centre for AI Solutions. (CAIS).

Virtual Engineering Centre (VEC) logo Centre for AI Solutions (CAIS) logo
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Materials Innovation Factory logo

The University of Liverpool's Materials Innovation Factory helps you to adopt a faster, smarter approach to your research. Accelerating materials discovery through collocation of industry and academia, and the use of robotics and high-performing computing. One such project is An Automated Sampling of a Chemical Space by Christian Badoi.

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