Environmental Impacts of Machine Learning Applications in Protein Science
Computing tools and machine learning models play an increasingly important role in biology
and are now an essential part of discoveries in protein science. The growing energy needs …
and are now an essential part of discoveries in protein science. The growing energy needs …
From clicks to carbon: The environmental toll of recommender systems
As global warming soars, the need to assess the environmental impact of research is
becoming increasingly urgent. Despite this, few recommender systems research papers …
becoming increasingly urgent. Despite this, few recommender systems research papers …
How to estimate carbon footprint when training deep learning models? A guide and review
L Bouza, A Bugeau… - Environmental Research …, 2023 - iopscience.iop.org
Abstract Machine learning and deep learning models have become essential in the recent
fast development of artificial intelligence in many sectors of the society. It is now widely …
fast development of artificial intelligence in many sectors of the society. It is now widely …
Evaluating the energy consumption of machine learning: Systematic literature review and experiments
C Rodriguez, L Degioanni, L Kameni, R Vidal… - ar** and testing carbon‐aware applications
P Wiesner, M Steinke, H Nickel… - Software: Practice and …, 2023 - Wiley Online Library
The growing electricity demand of IT infrastructure has raised significant concerns about its
carbon footprint. To mitigate the associated emissions of computing systems, current efforts …
carbon footprint. To mitigate the associated emissions of computing systems, current efforts …
Evaluation of climate-aware metrics tools for radiology informatics and artificial intelligence: toward a potential radiology ecolabel
Radiology is a major contributor to health care's impact on climate change, in part due to its
reliance on energy-intensive equipment as well as its growing technological reliance …
reliance on energy-intensive equipment as well as its growing technological reliance …