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Towards a green AI

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2021
Nayat Sánchez-Pi, Luis Martí
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Sustainable Computing and Green AI

The rapid growth of artificial intelligence (AI) raises pressing environmental and ethical concerns, particularly linked to energy use and greenhouse gas emissions. This chapter examines sustainable computing and green AI, focusing on how AI can be designed, built, and deployed in ways that are both efficient and environmentally responsible.
Omdev Dahiya, Priyanka Gotter
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AI-Driven Green Technologies

Artificial Intelligence (AI) is playing a crucial role in shaping green technologies and driving progress toward the United Nations' Sustainable Development Goals (SDGs). By improving resource efficiency, optimizing renewable energy systems, and enhancing environmental monitoring, AI is helping tackle some of the world's most pressing sustainability ...
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Green AI Quotient: Assessing Greenness of AI-based software and the way forward

2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2023
Samarth Sikand   +3 more
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Explainable AI (XAI) for Green AI-Powered Disease Prognosis

Accurate disease prognosis is crucial for improved healthcare outcomes. Artificial intelligence (AI) offers immense potential in this domain, but traditional “black-box” models lack interpretability. This chapter explores the integration of Explainable AI (XAI) with Green AI, a resource-efficient and sustainable approach to AI development. They discuss
Shashank Mittal   +3 more
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Green AI in Education

This chapter explores Green Artificial Intelligence (Green AI) in education, focusing on embedding sustainability principles into algorithmic learning systems (ALSs). As AI becomes integral to education, concerns arise over its ecological footprint, from data storage to deployment.
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AI in Green HR Practices

This chapter explores the application of artificial intelligence (AI) in green human resource (HR) practices through a detailed case study format. It examines real-world examples of organizations implementing AI-driven HR solutions to enhance sustainability. The chapter covers AI applications in recruitment, employee engagement, performance management,
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Green AI for Smart Buildings

As urbanization accelerates and vitality requests rise, smart buildings are becoming central to achieving sustainable development objectives. This chapter investigates the role of Green AI energy-efficient machine learning models in optimizing energy efficiency in urban situations. By integrating AI into existing building frameworks, energy consumption
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AI for Green Energy Production

The study offers an overview of the recent developments of Artificial Intelligence (AI) techniques on renewable energy production. The recent findings in hydropower, wind, solar, geothermal, and biomass sources due to AI applications are presented. Finally, future developments are depicted.
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Green Chemistry in the Synthesis of Pharmaceuticals

Chemical Reviews, 2022
Supratik Kar, Hans Sanderson, Kunal Roy
exaly  

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