Blog Posts

The Role of ETL in the ALCHIMIA Project

The Role of ETL in the ALCHIMIA Project

In order for AI models to generate meaningful insights and drive decision-making, access to quality data is crucial. This is where ETL (Extract, Transform, Load) a data integration and transformation process comes into play. ETL facilitates data preparation, ensuring...

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Artificial intelligence for electrical steelworks modelling

Artificial intelligence for electrical steelworks modelling

Artificial intelligence for electrical steelworks modelling by Antonella Zaccara, Laura Laid and Stefano Dettori, Scuola Superiore Sant’Anna    The role of electric steelworks is crucial in driving the steel industry transition to more sustainable and circular...

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Continual Learning in Practice

Continual Learning in Practice

Continual Learning in PracticeIn a previous article, we discussed the benefits of continual learning for the European steel industry. We motivated the need for continual learning to help machine learning models keep up with changes in the real world and maintain an...

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ALCHIMIA Project’s Training Programme

ALCHIMIA Project’s Training Programme

ALCHIMIA Project’s Training ProgrammeBy Rachel Hale, Dean Stroud, Martin Weinel and Vinicio Di Iorio The social science team have developed the ALCHIMIA Project’s Training Programme, based on existing good practices, findings and recommendations.  The training...

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