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Research Community Highlights

Decisive areas for making houses Hard-to-Decarbonize

Researchers from the Department of Architecture at the University of Cambridge have developed a model to identify Hard-to-Decarbonize houses (HtD) with public data and the application of deep learning.

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More international actors of the food-production chain and consumers are becoming aware of the impact that agriculture has on the plant. The Intergovernmental Panel on Climate Change (IPCC) estimated that approximately 70% of global freshwater use and 21-37% of total greenhouse gas (GUG) are generated by agriculture.


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The Cambridge Centre for Data-Driven Discovery (C2D3) brings together researchers and expertise from across the academic departments and industry to drive research into the analysis, understanding and use of data science and AI. C2D3 is an Interdisciplinary Research Centre at the University of Cambridge.

  • Supports and connects the growing data science and AI research community 
  • Builds research capacity in data science and AI to tackle complex issues 
  • Drives new research challenges through collaborative research projects 
  • Promotes and provides opportunities for knowledge transfer 
  • Identifies and provides training courses for students, academics, industry and the third sector 
  • Serves as a gateway for external organisations 

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