[1906.05433] Tackling Climate Change with Machine Learning

Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help. Here we describe how machine learning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt to a changing climate. From smart grids to disaster management, we identify high impact problems where existing gaps can be filled by machine learning, in collaboration with other fields. Our recommendations encompass exciting research questions as well as promising business opportunities. We call on the machine learning community to join the global effort against climate change.

73 mentions: @david_rolnick@hardmaru@johnplattml@tegan_maharaj@priyald17@efesce@rmaestrem@learn_learning3
Date: 2019/06/14 02:18

Referring Tweets

@david_rolnick Want to help solve #ClimateChange? Here’s what #MachineLearning can do. Detailed recommendations for researchers, entrepreneurs, and public/private stakeholders. #ClimateChangeAI Full paper: t.co/7mCSnHbaUy t.co/V4YocLJqMG
@hardmaru Tackling Climate Change with Machine Learning A 54-page paper consisting of 12 articles written by @david_rolnick and many other collaborators on this important topic. t.co/7TnbqrXDij t.co/O1dHFirrLq
@johnplattml Learn how AI and ML can help ameliorate #climatechange --- review paper by many skilled people t.co/GUN2ZN2Gzq
@tegan_maharaj If you are an ML researcher who wants to contribute to solving problems of climate change, pick a cell in this table, and check out out review paper for details! t.co/SmJlBU3uEJ t.co/WidzmRTfdq
@priyald17 How can the #MachineLearning community contribute to #ClimateChange solutions? We present recommendations for researchers, entrepreneurs, governments, and more in areas spanning mitigation, adaptation, and tools for action. #ClimateChangeAI t.co/zOCd6ga9FE t.co/2ghRl9Ctb9
@efesce How can AI help mitigation climate change? AI and climate experts colluded to provide a long list of application with potential for collaboration and solution design. Here the link: t.co/Yo1ZWcuzQL @MCC_Berlin @PIK_Klima @ERGBerkeley @YaleFES @klimareport @CarbonBrief t.co/XFol3qCDYw
@rmaestrem Glad that @BBVAData paper RLFDP t.co/CozQpJ6Oea has been cited at "Tackling Climate Change with Machine Learning" t.co/7L0MzqIEOh in "Tools for Society" section.
@learn_learning3 気候変動×機械学習論文(以前燃えたアレではない)読んでるんですが、著者、ボリューム、referencesがぶっ飛んだ内容 難解な数式が並んでるわけではないので、読破時間はともかく特別な知識がないと読めないというのはなさそう Tackling Climate Change with Machine Learning t.co/wp8cOkG4ib t.co/BG73wRhVOw
@jack_kelly @eddowding @amehonic @hugh_knowles @Marthalanefox @CDEIUK @pcbrock @paulmassara @geographydavid Sure, AI isn't a magic bullet to solving climate change. But it can help buy us time, and AI is relatively cheap & quick to deploy. Here's a list of ways AI can help (including helping search for new fuels by speeding up computational chemistry!): t.co/JaORPE0Qkj

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