Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Aligning artificial intelligence with climate change mitigation

Journal Article · · Nature Climate Change
Not provided.
Research Organization:
Krell Institute, Ames, IA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
FG02-97ER25308
OSTI ID:
1978630
Journal Information:
Nature Climate Change, Journal Name: Nature Climate Change Journal Issue: 6 Vol. 12; ISSN 1758-678X
Publisher:
Nature Publishing Group
Country of Publication:
United States
Language:
English

References (54)

A Comprehensive Survey on Transfer Learning journal January 2021
MobileNetV2: Inverted Residuals and Linear Bottlenecks conference June 2018
Meat consumption, health, and the environment journal July 2018
On the Dangers of Stochastic Parrots conference March 2021
Chasing Carbon: The Elusive Environmental Footprint of Computing conference February 2021
Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review journal June 2020
Probabilistic machine learning and artificial intelligence journal May 2015
AI for social good: unlocking the opportunity for positive impact journal May 2020
The Social Construction of Facts and Artefacts: or How the Sociology of Science and the Sociology of Technology might Benefit Each Other journal August 1984
Developing a framework for responsible innovation journal November 2013
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective conference February 2018
A Survey on Bias and Fairness in Machine Learning journal July 2021
Tackling Climate Change with Machine Learning journal February 2022
Combating deforestation: From satellite to intervention journal June 2018
Implications of Historical Trends in the Electrical Efficiency of Computing journal March 2011
Big Data for Development: A Review of Promises and Challenges journal December 2015
Digital transformation—life cycle assessment of digital services, multifunctional devices and cloud computing journal August 2020
AI for climate: freedom, justice, and other ethical and political challenges journal October 2020
AdapterHub: A Framework for Adapting Transformers conference January 2020
The life cycle assessment of a UK data centre journal January 2015
The Social Construction of Technology: Structural Considerations journal January 2002
A Methodology for Assessing the Environmental Effects Induced by ICT Services conference June 2020
Deep Residual Learning for Image Recognition conference June 2016
Responsible research and innovation in the digital age journal April 2017
Is artificial intelligence greening global supply chains? Exposing the political economy of environmental costs journal September 2020
Towards neural Earth system modelling by integrating artificial intelligence in Earth system science journal August 2021
The Energy and Carbon Footprint of the Global ICT and E&M Sectors 2010–2015 journal August 2018
MLPerf Inference Benchmark conference May 2020
Envisioning Communities: A Participatory Approach Towards AI for Social Good conference July 2021
Automatic autonomous vision-based power line inspection: A review of current status and the potential role of deep learning journal July 2018
Machine Learning at Facebook: Understanding Inference at the Edge conference February 2019
A Methodology for Assessing the Environmental Effects Induced by ICT Services conference June 2020
Interpretable machine learning: Fundamental principles and 10 grand challenges journal January 2022
Show Your Work: Improved Reporting of Experimental Results
  • Dodge, Jesse; Gururangan, Suchin; Card, Dallas
  • Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) https://doi.org/10.18653/v1/D19-1224
conference January 2019
Machine learning assisted materials design and discovery for rechargeable batteries journal October 2020
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data journal February 2017
Known unknowns: indirect energy effects of information and communication technology journal October 2016
De-materialising and re-materialising: digital technologies and the environment journal October 2004
Bag of Tricks for Efficient Text Classification
  • Joulin, Armand; Grave, Edouard; Bojanowski, Piotr
  • Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers https://doi.org/10.18653/v1/E17-2068
conference January 2017
Green AI journal November 2020
Potential Climate Benefits of Digital Consumer Innovations journal October 2020
Energy and Policy Considerations for Deep Learning in NLP conference January 2019
United States Data Center Energy Usage Report report June 2016
Consumer End-Use Energy Efficiency and Rebound Effects journal October 2014
Characteristics of low-carbon data centres journal June 2013
Recalibrating global data center energy-use estimates journal February 2020
Short & long term forecasting of multimodal transport passenger flows with machine learning methods conference October 2017
Hiding greenhouse gas emissions in the cloud journal July 2020
How LCA contributes to the environmental assessment of higher order effects of ICT application: A review of different approaches journal May 2019
Competing Technologies, Increasing Returns, and Lock-In by Historical Events journal March 1989
New elevation data triple estimates of global vulnerability to sea-level rise and coastal flooding journal October 2019
Leveraging digitalization for sustainability in urban transport journal January 2019
A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization journal May 2020
Digitalization and energy consumption. Does ICT reduce energy demand? journal October 2020

Similar Records

Artificial Intelligence for Climate Change Mitigation Roadmap (Second Edition)
Technical Report · 2024 · OSTI ID:2497385

Mitigating global climate change
Journal Article · · Resources; (United States) · OSTI ID:5312373

Climate change 2007 - mitigation of climate change
Book · 2007 · OSTI ID:21017235