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Current Projects

European Lighthouse to Manifest Trustworthy and Green AI

  • Time: 2023-2026
  • Funding: Horizon Europe (EC)
  • Role: Partner
 
Keywords: Adaptive AI, Green AI, Human-Centric AI, Trustworthy AI
 
ORRG Project Contact: Nicki Lisa Cole
 
 

ENFIELD aims to elevate European AI research in the pillars of Adaptive, Green, Human-Centric and Trustworthy AI and advance research in areas of great societal relevance (energy, healthcare, manufacturing, space). The project also wants to contribute to collaboration, education and training, building of networks and the innovation ecosystem.

Nicki Lisa Cole is co-leading the Green AI pillar at Know-Center and contributing to the development of Green AI monitoring metrics.

Enhancing Trust, Integrity and Efficiency in Research through next-level Reproducibility

  • Time: 2023-2025
  • Funding: Horizon Europe (EC)
  • Role: Lead
 
Keywords: Reproducibility, Epistemic Diversity, Tools, Co-Creation
 
ORRG Project Contact: Tony Ross-Hellauer
 
 

Open Science Impact Pathways

  • Time: 2022-2024
  • Funding: Horizon Europe (EC)
  • Role: Partner
 
Keywords: Open Science, Impact, Enabling Factors, Key Barriers
 
ORRG Project Contact: Tony Ross-Hellauer
 
 

PathOS aims to collect concrete evidence for the effects of Open Science (OS) practices. The project’s main focus is the identification and quantification of pathways of OS from input to output, outcome and impact. In this investigation of impact pathways enabling factors and key barriers will also be considered. PathOS wants to improve understanding of the implications of OS, provide recommendations, and develop new tools and methods to study causal effects.

To study impacts and causal mechanisms, an approach including six iterative steps will be taken:

  1. Scope current status in OS research and impact assessment
  2. Conceptualise model of OS impact pathway
  3. Quantify: exploring a range of methods
  4. Operationalise and employ methods for measuring impacts in case studies
  5. Analyse costs and benefits of specific OS practices
  6. Validate model of OS impact pathways