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Tackling Climate Change with Machine Learning

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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: https://arxiv.org/abs/1906.05433 https://t.co/V4YocLJqMG

18 replies, 855 likes


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. https://arxiv.org/abs/1906.05433 https://t.co/O1dHFirrLq

6 replies, 509 likes


Demis Hassabis: There are so many ways that machine learning and AI can help with #ClimateChange, lots of great ideas for cross-field collaboration in this excellent paper by @david_rolnick, Yoshua Bengio and many other colleagues who deeply care about this topic.

6 replies, 395 likes


Natasha Jaques: I’m so proud to have worked on this paper, which outlines many ways in which machine learning can help with climate change mitigation and adaptation

1 replies, 278 likes


Judea Pearl: This paper https://arxiv.org/pdf/1906.05433.pdf encourages ML folks to tackle problems of Climate Change, yet neglects to mention the unique causal and counterfactual tools needed for the challenge. In particular the evaluation of sufficient and necessary causes, eg: https://ucla.in/2wAMXeX

4 replies, 132 likes


Climate Change AI: How can #MachineLearning help tackle #ClimateChange? Our updated set of recommendations is out, with new applications, graphics, interactive summaries, and background readings/data. Paper: https://arxiv.org/pdf/1906.05433.pdf Resources: https://www.climatechange.ai/summaries.html https://www.climatechange.ai/readings-datasets.html https://t.co/XTzjzWDvcJ

3 replies, 88 likes


Priya L. Donti: Excited to see so many people at today's #ICML2019 workshop on #MachineLearning and #ClimateChange. Let's keep the convo going! Check out the paper on tackling climate change with ML: http://arxiv.org/abs/1906.05433 Join the mailing list: https://www.climatechange.ai/Mailing_list.html #ClimateChangeAI 1/ https://t.co/2TFC0mSMnr

6 replies, 72 likes


John Platt: Learn how AI and ML can help ameliorate #climatechange --- review paper by many skilled people http://arxiv.org/abs/1906.05433

0 replies, 65 likes


Shayle Kann: 1/ If you're into #climatetech, you should know about @ClimateChangeAI - a community of AL/ML experts dedicated to addressing climate change. And read their seminal work outlining the myriad potential applications of ML to climate mitigation: https://arxiv.org/pdf/1906.05433.pdf https://t.co/Ux3M7MoyDZ

5 replies, 59 likes


Vinod Khosla: Tackling climate change with AI? https://arxiv.org/pdf/1906.05433.pdf Unfortunately only "high risk" categories (& not all high risk ones) will make a material difference: fusion, materials/steel/cement, AV for public transit, alternative transit, alternative fuels, plant based food...

5 replies, 44 likes


Felix Creutzig: 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: https://arxiv.org/abs/1906.05433 @MCC_Berlin @PIK_Klima @ERGBerkeley @YaleFES @klimareport @CarbonBrief https://t.co/XFol3qCDYw

3 replies, 42 likes


Andrey Kurenkov 🤖: I've seen more interest in AI for Climate Change lately. This is awesome, but at the same time I often wonder if problem is much more fundamentally social/political -- we know what needs to be done (carbon tax, alternative energy) and are just not doing it...

7 replies, 38 likes


KordingLab: Amazing overview on how ml people can do something about climate change. Amazing work by @david_rolnick for bringing this together.

2 replies, 36 likes


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! https://arxiv.org/abs/1906.05433

0 replies, 35 likes


Priya L. Donti: 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 http://arxiv.org/abs/1906.05433 https://t.co/2ghRl9Ctb9

1 replies, 29 likes


Jose Javier Garde: Climate Change + AI. Applying #machinelearning to address the problems of climate change https://arxiv.org/abs/1906.05433 #ArtificialIntelligence #AI #ML #climate #climatechange #energy #transportation #SmartCities #buildings #industry #supplychains #agriculture #farming https://t.co/BIzU5DtfBN

0 replies, 23 likes


Sebastian Bodenstein: A must-read for anyone in ML interested in climate change, and which also contains a wealth of areas where you can get directly involved: https://arxiv.org/abs/1906.05433

0 replies, 23 likes


Varun Sivaram: Fun blog post on the intersection of AI/ML and climate change from @ikding https://ikding.github.io/applying-machine-learning-on-climate-change.html (btw if you really want to dig in to a great lit review, there's this preprint from @priyald17: https://arxiv.org/pdf/1906.05433.pdf) https://t.co/EUqv8P7LbT

2 replies, 21 likes


Jess Whittlestone: I get frustrated at the number of vague statements I hear about "AI solving global problems", with no detail about how this might actually work. This is awesome - long and detailed discussion about how ML might actually be used tackle climate change: https://arxiv.org/pdf/1906.05433.pdf

3 replies, 20 likes


Machine Learning | arXiv: #arXiv #machinelearning [cs.LG] Tackling Climate Change with Machine Learning. (arXiv:1906.05433v1 [http://cs.CY]) http://arxiv.org/abs/1906.05433 Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can...

0 replies, 16 likes


volkan cirik: why don’t we start reporting estimated greenhouse emissions of our many many CPU/GPU cycles of experiments in our papers? I’m sure it will also help.

0 replies, 16 likes


john thackara 约翰·萨卡拉: 1896: "The first global warming prediction was made by Arrhenius. He estimated that burning fossil fuels could eventually release enough CO2 to warm the Earth by 5◦C" 2020 (124 years later): "We need better data" say the finest minds in ML. https://arxiv.org/pdf/1906.05433.pdf

2 replies, 14 likes


lucasjoppa: #MachineLearning can help us better tackle climate challenges across nearly every sector. Congrats to @jenniferchayes @MSFTResearch and others for this new paper illuminating the many possibilities! https://arxiv.org/pdf/1906.05433.pdf

0 replies, 13 likes


We Don't Have Time: New #AI machine learning report covers possible machine-learning interventions in 13 domains, from electricity systems to farms and forests to climate prediction. https://arxiv.org/pdf/1906.05433.pdf https://t.co/1IC7VzN5Ao

0 replies, 13 likes


Roberto Maestre: Glad that @BBVAData paper RLFDP https://arxiv.org/abs/1803.09967 has been cited at "Tackling Climate Change with Machine Learning" https://arxiv.org/abs/1906.05433 in "Tools for Society" section.

0 replies, 11 likes


Pierre-Yves Oudeyer: Tackling Climate Change with Machine Learning https://arxiv.org/pdf/1906.05433.pdf

0 replies, 11 likes


Towards AI: Key paper: "Tackling Climate Change with Machine Learning" Researchers cover 13 solution domains and cross-reference with ML relevant areas, via @mldcmu @arXiv__ml cc: @nigewillson @KirkDBorne @ronald_vanloon @gp_pulipaka @terence_mills #ClimateChange #MachineLearning #ML #AI

0 replies, 11 likes


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!): https://arxiv.org/abs/1906.05433

1 replies, 11 likes


john thackara 约翰·萨卡拉: Wow: "Tackling Climate Change with Machine Learning". ML heavyweights from GoogleAI, Deep Mind, Stanford, CMU, ETH Zurich etc have done a *ton* of work on this 111-page doc. Its star chart is this list of "Climate change solution domains" https://arxiv.org/pdf/1906.05433.pdf https://t.co/LRVuKA8o0B

1 replies, 11 likes


Luke Stark PhD: @seanmmcdonald @mikarv @AINowInstitute That's @roeldobbe -- @NEnsmenger and @trihybrid are a couple of other folks who've thought about the connection (and there was this big omnibus paper on using ML to fight climate change: https://arxiv.org/abs/1906.05433)

1 replies, 11 likes


Chelsea Voss: I'm reading through "Tackling Climate Change with Machine Learning" (https://arxiv.org/pdf/1906.05433.pdf) after catching up with @david_rolnick today. This is a damn thorough paper – 53 pages of content. It's basically trying to define a new field.

0 replies, 10 likes


François Zaninotto: Tackling Climate Change with Machine Learning: Concrete solutions for saving our planet. If you're an #AI expert, you can have a greater impact. #Paper https://arxiv.org/abs/1906.05433 https://t.co/KuX56QO74I

0 replies, 10 likes


pekerjalab: Lihat review paper ini (https://arxiv.org/pdf/1906.05433.pdf) on how machine learning could help various aspects of tackling climate change mulai dari decarbonizing electricity system all the way to financing. So interesting! https://t.co/qy0C1wp79x

1 replies, 10 likes


CMU Engineering & Public Policy: Check out this paper on how machine learning can help tackle climate change by EPP PhD student @priyald17 and alumni Lynn Kaack and @EvanDSherwin. Please visit http://www.climatechange.ai for more info. #ClimateChangeAI

1 replies, 9 likes


Sukriti Paul: The need of the hour.🌴🌤️🌫️ Tackling Climate Change with ML. http://arxiv.org/abs/1906.05433

1 replies, 9 likes


Manlio De Domenico: Sure, and to train the machine learning one will consume more carbon than the one trying not to waste..?

2 replies, 9 likes


Markus Wulfmeier: Exciting to see more work focusing on addressing climate change and other immediate challenges! ML is ripe real-world application.

0 replies, 9 likes


Philippe Beaudoin: So proud to see so many academic and industrial research labs connecting together on the most important problem of our time.

0 replies, 8 likes


Eye On A.I.: Prominent scientists and engineers release a sixty-page paper detailing how artificial intelligence can be used to fight climate change as part of a broader initiative. Read: https://arxiv.org/pdf/1906.05433.pdf #ClimateChange #DeepLearning #MachineLearning #Climate http://www.climatechange.ai

0 replies, 8 likes


Ajay Ajaal: Definitely my favourite group of people to debate papers with - today’s subject! Tackling Climate Change with ML https://arxiv.org/pdf/1906.05433.pdf cc: @cjpberry & @telusdigital https://t.co/4RhCcO8dCW

1 replies, 7 likes


Brian Hayes: Encyclopedic paper: Tackling Climate Change with Machine Learning (https://arxiv.org/abs/1906.05433). 20+ authors, 90+ pages, 700+ references.

0 replies, 7 likes


Caroline Chavier: 🌍🖥️ Thanks to @arthurmensch for poiting out the paper "Tackling #ClimateChange with #MachineLearning" by @david_rolnick, @priyald17 & more https://arxiv.org/abs/1906.05433 https://t.co/13MIP4Kyff

1 replies, 6 likes


Sébastien Carassou 🌎: Tackling Climate Change with Machine Learning https://arxiv.org/abs/1906.05433?fbclid=IwAR27FiNlp2cYLoJeodiwrv3xtBW8lGN29hfE_Rf3RieYKhdH5my-TE2RUZw

1 replies, 6 likes


Cody Smith: Computer people! If you want to help with climate change and don't have great ideas for where to start, read this: https://arxiv.org/pdf/1906.05433.pdf

1 replies, 6 likes


mat kelcey: "Tackling Climate Change with Machine Learning" https://arxiv.org/abs/1906.05433 Great work Alex!! Arguably the most importantly topic of our lifetimes...

1 replies, 6 likes


Steve Pye: Extensive review of machine learning and its application to the climate change challenge @bataille_chris @fgnli @peihaoli

0 replies, 6 likes


Paul Beckwith: Interesting peer-reviewed paper on some ideas as to how experts in machine learning #AI can help in our #climatechange crisis. Download the PDF... https://arxiv.org/abs/1906.05433 #climate #climatestrikecanada #ClimateAction #ClimateCrisis #ClimateEmergency

1 replies, 5 likes


Aggrey Muhebwa: A nice(albeit long) read on how machine learning could be used to tackle climate change. https://arxiv.org/pdf/1906.05433.pdf

2 replies, 5 likes


Prof. Barry O'Sullivan, MRIA 🇪🇺: This is fantastic. Well worth reading. #ClimateChange #MachineLearning #AI

0 replies, 5 likes


Kiril Gashteovski: "Tackling Climate Change with Machine Learning": great report recommending ML research & business directions for fighting climate change (co-authored by some of the most influential ML scientists, including Yoshua Bengio and Andrew Ng) https://arxiv.org/pdf/1906.05433.pdf #ai #ml #DataScience

0 replies, 5 likes


Nikola Milojevic-Dupont: Yoshua Bengio introduces the review paper: with ML/DL we could predict GHG emissions from many data sources to raise awareness and design policies to tax emissions. http://arxiv.org/abs/1906.05433 https://t.co/ueuyBmchEp

0 replies, 5 likes


Chris Lesniewski 🗽: Thinking of a career in ML but unsure what applications to specialize in? Check out this comprehensive expert review, "Tackling Climate Change with Machine Learning". You could open it to a random page and see 5 different underserved niches to choose from. https://arxiv.org/abs/1906.05433

0 replies, 5 likes


Eye On A.I.: Prominent scientists and engineers release a sixty-page paper detailing how artificial intelligence can be used to fight climate change as part of a broader initiative http://climatechange.ai Read at: https://arxiv.org/pdf/1906.05433.pdf #ClimateChange #DeepLearning #MachineLearning #Climate https://t.co/6x3A9YuyJJ

0 replies, 5 likes


Tomo: .@BenBrabyn talking to the @DaiwaFoundation audience about @Level39CW. There was a question on how tech can help climate change -> there's a paper published called "Tackling Climate Change with Machine Learning" https://arxiv.org/pdf/1906.05433.pdf #level39 #daiwafoundation #ClimateChange https://t.co/c60J1XuEMO

0 replies, 4 likes


Rafa Sánchez Durán ツ 🔋: How #ArtificailIntelligence can tackle #climatechange using #MachineLearning technologies. Full study : https://arxiv.org/pdf/1906.05433.pdf https://t.co/xlvSRT2k9D

0 replies, 4 likes


Brett Frischmann: @greggish @willowbl00 @Ostrom_Workshop @The_Maintainers Bit of a tangent, but this paper has some interesting ideas about using machine learning to tackle climate change and many of the ideas concern maintenance of infrastructure systems ... https://arxiv.org/pdf/1906.05433.pdf @The_Maintainers

0 replies, 4 likes


Richard Scalzo: Thanks @KatharinaJutta for a great talk last Friday, and for letting us know about this review article which I recommend to anyone at @ctds_unisyd with hammers looking for nails https://arxiv.org/abs/1906.05433

2 replies, 4 likes


Christophe Coutelle: Proof that open collaboration in AI research can do miracles!

0 replies, 4 likes


Mickey Ward: I love this. Actionable advice for anyone in the machine learning community to immediately start working on the biggest problem of our time, climate change.

0 replies, 4 likes


Nitin Nataraj: A great paper to read if you're into ML and would like to help with Climate Change!

0 replies, 4 likes


Plutospark: Tackling Climate Change with Machine Learning #ClimateChange #machinelearning #AI https://arxiv.org/abs/1906.05433

0 replies, 4 likes


Peter Anderson: I've been waiting for a paper like this

1 replies, 4 likes


Omdena: How can #MachineLearning help tackle #ClimateChange? Updated set of recommendations by @ClimateChangeAI. https://arxiv.org/pdf/1906.05433.pdf Contributors: @AndrewYNg @demishassabis @johnplattml @david_rolnick @efesce @jenniferchayes #ArtificialIntelligence #ClimateChangeIsReal https://t.co/IqGH1DCDnQ

0 replies, 4 likes


samim: Finally. Next up, papers that explore the intersection of Machine learning /technology and mass species extinction / life (animals, plants, etc) ? Arguably, a much harder but more essential challenge.

0 replies, 4 likes


Sibel Eker: Very useful and inspiring paper by the experts on how #MachineLearning and #AI can help to solve #ClimateChange problems.

0 replies, 3 likes


George Seif: Tackling Climate Change with #MachineLearning. This initiative by world leaders in #AI is great. Regardless of if they do research in any of the specific fields, it's great that they share their thoughts to inform and inspire others. https://arxiv.org/pdf/1906.05433.pdf

0 replies, 3 likes


Daniel Duckworth: Tackling Climate Change with Machine Learning https://arxiv.org/pdf/1906.05433.pdf #moleculardharma @sirajraval

0 replies, 3 likes


Jesse Martinez: Tackling #ClimateChange with Machine Learning #ML https://arxiv.org/pdf/1906.05433.pdf

0 replies, 3 likes


Felix: Lost it at "Automated afforestation". silicon valley's latest lullaby is promising a happy end for the endangered biosphere if we just throw enough FLOPs at the problem. Techno-optimism at its finest.

0 replies, 3 likes


Piotr Mirowski: Experts across the industry propose strategies for researchers, corporations and governments to address the most important and existential problem for ML today: "Tackling Climate Change with Machine Learning" (arXiv) https://arxiv.org/abs/1906.05433

0 replies, 3 likes


csdmsML: Machine learning can have big effects on climate change - by forecasting energy demand, improving battery research, and (for our community) helping to integrate data into climate and flood models.

0 replies, 3 likes


Data Scientist for Yang: Can some famous #YangGang please bring this serious #math #AI paper to @AndrewYang attention?This latest development will help Yang improving climate change plan even more! @PagetKagy @iammcjin

1 replies, 3 likes


Sustainable Natives: Some food for thought 🧠 Read the full report here: https://arxiv.org/pdf/1906.05433.pdf https://www.technologyreview.com/s/613838/ai-climate-change-machine-learning/

0 replies, 3 likes


Roozbeh Farhoodi: Machine learning can contribute to fix #Climatechange

0 replies, 3 likes


Climate Change AI: Check out the paper here: https://arxiv.org/abs/1906.05433 The authors presenting will be @david_rolnick, @priyald17, @LynnHKaack, @Nikola_MD, @annawab, @alex_lacoste_, @EvanDSherwin, Kelly Kochanski, Kris Sankaran, @natashajaques and @SashaMTL

0 replies, 3 likes


Theophile Gervet: Tackling #climatechange with Machine Learning, a review encompassing exciting research directions and promising business opportunities by all star co-authors https://arxiv.org/pdf/1906.05433.pdf

0 replies, 3 likes


James Wise: Great article on the carbon cost of compute, but it should be almost mandatory to read it alongside this more optimistic paper on the frontiers of carbon reduction using advances in ML: https://arxiv.org/abs/1906.05433

0 replies, 3 likes


Citizen AI: Looking forward to sinking my teeth into this https://arxiv.org/pdf/1906.05433.pdf https://t.co/JcAwGcvGNX

0 replies, 3 likes


Eirini Malliaraki: This is a great roadmap on Tackling Climate Change with Machine Learning! https://arxiv.org/abs/1906.05433 @Demis @demishassabis, @david_rolnick, @priyald17 @csdmsml @alex_lacoste_ @Nikola_MD @natashajaques @annawab @tegan_maharaj @DrMukkavilli @KordingLab

1 replies, 2 likes


Diego Rybski: "Tackling Climate Change with Machine Learning" - interesting review on the topic - https://arxiv.org/abs/1906.05433 @arxiv - it's nice to follow the career of former students. https://t.co/0kNFLuShxV

0 replies, 2 likes


Benjamin Franchetti: Nice video showing how #ClimateChange can be tackled with #MachineLearning. @dubb1o For those interested in the paper see also: https://arxiv.org/abs/1906.05433 https://youtu.be/pHdv4o0mfd0

1 replies, 2 likes


Betty van Aken: Collection of open research questions concerning climate change. Interesting read for anyone wondering how to use Machine Learning to make a positive impact. https://arxiv.org/abs/1906.05433

0 replies, 2 likes


Ajay Ramaseshan: Smart farms, Smart Electrical Grids, Precision Agriculture, Extreme Weather Forecasting & much more covered in paper - #MachineLearning for #ClimateChange by @AndrewYNg , @demishassabis, Yoshia Bengio et al https://arxiv.org/abs/1906.05433

0 replies, 2 likes


Rochelle J. March: Highly recommend checking out this excellent paper on tackling #climatechange with #machinelearning ! https://arxiv.org/pdf/1906.05433.pdf #data #sustainability #ai #deeplearning #future #climate #thefutureisnow

0 replies, 2 likes


Craig S. Smith: This, to me, is perhaps the most important initiative i've seen, bringing together the most pressing issue facing mankind with the most revolutionary technology that mankind has created. Support them with a RT if you care about our species' survival. @ClimateChangeAI @nytclimate

1 replies, 2 likes


Unnat Jain: Impressed by the panel and overwhelming response (house full workshop) for Tackling Climate Change with AI at #NeurIPS2019!Bengio, Dean & Ng asked to start small and collaborate with experts in subareas connected to climate impact. Starting reference: https://arxiv.org/pdf/1906.05433.pdf https://t.co/Fq8kehvq7t

0 replies, 2 likes


Paul Steinberg: Thanks @VaibhavViswanathan for sharing this! "A great read on tackling climate change with machine learning! (featuring a Mudd alum Priya Lekha Donti)" https://arxiv.org/pdf/1906.05433.pdf

0 replies, 2 likes


Michaël Defferrard: Tackling Climate Change with Machine Learning. A good paper to get an overview of how we, ML researchers, can help fight climate change. https://arxiv.org/abs/1906.05433 https://t.co/tPYGhrQkjk

0 replies, 2 likes


SB: Tackling Climate Change with Machine Learning #ClimateChange #machinelearning #AI https://arxiv.org/abs/1906.05433

0 replies, 2 likes


Amy Francetic: Thanks for flagging @shaylekann This is core to the investment thesis of my new fund with @DanielHullah @myersalli @BuoyantVentures. Impressive research. Just scratching the surface.

0 replies, 2 likes


Gianluca Sgueo: Tackling #ClimateChange with #MachineLearning https://arxiv.org/abs/1906.05433?utm_source=Digest&utm_campaign=1a6a7d55ea-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-1a6a7d55ea-87704205

0 replies, 2 likes


SuraSys - Building ML Systems for 12+ years: This paper surveys the ML applications use cases in the context of Climate Change. This is not your usual arxiv paper but directed towards #Entrepreneurs & #venturecapital too. 700+ references. Useful directions for #PhD supervisors & grants. #MachineLearning #DeepLearning

0 replies, 2 likes


Justin Chen: Awesome!

0 replies, 2 likes


Data Scientist for Yang: @AndrewYang Since you are #math guy, i would like to share with you and #YangGang this “tackling climate change with machine learning”. This is a serious paper in AI community. The picture gives a very good summary! Paper source: https://arxiv.org/abs/1906.05433 https://t.co/OWk8csTadY

1 replies, 2 likes


Machine Learning: RT @gstacadao: RT @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: https://arxiv.org/abs/1906.05433 https://t.co/OZB0WWPDNF

0 replies, 2 likes


Roelof Pieters: Tackling Climate Change with Machine Learning. 12 articles in 1 by @david_rolnick and many others. ❤️ the intro acknowledging the need for collaboration 🤲 with other fields and machine learning as just one piece of many. 🌏 http://arxiv.org/abs/1906.05433 https://t.co/lgEymmryQr

0 replies, 2 likes


Clara Durodié: Tackling climate change with machine learning (research paper) #AI #ClimateEmergency #BigData #ML https://arxiv.org/abs/1906.05433

0 replies, 1 likes


René Schulte: I ❤ AI for Good Here's a great paper covering how Machine Learning can help to mitigate Climate Change and how ML can help our society to adapt for the changes. 👇 https://arxiv.org/abs/1906.05433 #Cop25 #FridaysForFurture #Climatechange #ClimateChangeIsReal #AI #MachineLearning #ML https://t.co/9n5L2RxU0y

0 replies, 1 likes


Miguel Luengo-Oroz: Some of the refs I shared: review on AI applications for climate https://arxiv.org/pdf/1906.05433.pdf ; how AI models grow exponentially https://openai.com/blog/ai-and-compute/ ; CO2 footprint of an AI system https://arxiv.org/pdf/1906.02243.pdf ; sustainability as a principle of AI development https://rdcu.be/bUYS1

0 replies, 1 likes


Christoph Klemenjak 🇪🇺: Usually, I don't advertise research papers aggressively, BUT READ THIS PAPER! 🌍 https://arxiv.org/abs/1906.05433 #MachineLearning #climatechange #Klimanotstand #TechForGood

0 replies, 1 likes


Patricia Schouker: Here is a wonderful survey of how #machinelearning could be practically applied to tackling #climatechange. It is 97-pages long and I’ve not read all of it... https://arxiv.org/pdf/1906.05433.pdf #energy

0 replies, 1 likes


Chris Briggs @ ICML: Really important paper. Long, but worth reading. #MachineLearning #ClimateChange #ClimateChangeAI

0 replies, 1 likes


Brett Frischmann: If I worked in ML or was studying ML ... this is the direction I would go

0 replies, 1 likes


Priya L. Donti: @ElephantEating @inesliaz @CostaSamaras @JesseJenkins @leahstokes @arvindpawan1 @ZaneSelvans @cmgosnell @TheEnergyCraig @gschivley @arthurhcyip @surgeprotektor Absolutely! Please see http://www.climatechange.ai for more info. In particular, the paper linked there (available on arXiv: https://arxiv.org/abs/1906.05433) provides an overview of existing work in climate change + ML and initial recommendations for moving forward.

0 replies, 1 likes


Michael Xie: what can AI / ML do for climate change? looks like a lot of modeling and predictions based on remote sensing! https://arxiv.org/pdf/1906.05433.pdf #climatechange #MachineLearning

0 replies, 1 likes


Attomo: Whose tackling Climate Change through Tech: @ClimateChangeAI https://www.climatechange.ai/ @climateActTech https://climateaction.tech Tackling Climate Change with Machine Learning paper gives a good overview. https://arxiv.org/pdf/1906.05433.pdf #climatechange #technology #climate #tech

0 replies, 1 likes


Maxwell Joseph 🍩: Putting this on the reading list...

0 replies, 1 likes


Ed Strafford: Massive Challenge, meet Huge Opportunity #ClimateChange #AI

0 replies, 1 likes


Hector Pollitt: @_ppmv have you seen this pre-print paper by @david_rolnick and others on how machine learning and #AI could contribute to #decarbonisation? https://arxiv.org/abs/1906.05433

2 replies, 1 likes


Mad Hatter: Climate Change + AI. Applying #machinelearning to address the problems of climate change https://arxiv.org/abs/1906.05433 rt @jose_garde #ArtificialIntelligence #AI #ML #climate #climatechange #energy #transportation #SmartCities #buildings #industry #supplychains #agriculture #farming

0 replies, 1 likes


Antoine Giraldi: Tackling Climate Change with Machine Learning - The big names in ML are finally dealing with climate change... and energy! It's never too late... @MLiebreich @jeremyphoward @math_rachel what do you think about this research? https://arxiv.org/abs/1906.05433

0 replies, 1 likes


Physical Attraction, Physics Podcast: New paper from the workshop - how can machine learning and artificial intelligence help us address climate change? https://arxiv.org/pdf/1906.05433.pdf

0 replies, 1 likes


Tom Landry: We're tackling #ClimateChange using #MachineLearning here @CRIM_ca. But this paper right here is a superb and pretty ambitious effort from multiple leading institutions, including #Montreal #AI players. Glad to see this all unfold, and hopefully we can fold this together.

0 replies, 1 likes


Connor Goddard: @KKulma @joinpureplanet Thanks @KKulma Here's a link to the original paper discussing all of these initiatives - https://arxiv.org/abs/1906.05433 I really recommend everyone reads this, a lot of hard work and brilliant ideas in there!

0 replies, 1 likes


manuel: @tfadell Take a look and pass it on, on the study by @AndrewYNg and others on how will ML help mitigate climate change negative impacts. Incredbly elucidative. Will discuss it if you will. #AI #MachineLearning #TensorFlow #PyTorch #Keras

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Luka Crnkovic-Friis: How machine learning can be used to fight climate change, a detailed and comprehensive paper on a very important subject: https://arxiv.org/abs/1906.05433

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Andreas Kopp: Very interesting read on #AI for #sustainability! 🌱

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Jaume Olledo: Climate Change + AI. Applying #machinelearning to address the problems of climate change https://arxiv.org/abs/1906.05433 rt @jose_garde #ArtificialIntelligence #AI #ML #climate #climatechange #energy #transportation #SmartCities #buildings #industry #supplychains #agriculture #farming

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Svitlana: The call from the top researchers in AI on the machine learning community to join the global effort against climate change. No limits for solutions: https://arxiv.org/pdf/1906.05433.pdf #ClimateAction #MachineLearning

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David Nicholson: Weird that it's just a .txt doc saying "hack into gas and oil exec companies and make them pay for what they've done"

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Anne Urai: @DamienERNST1 @choldgraf @NeurIPSConf I hope this is widely read in the ML community https://arxiv.org/abs/1906.05433

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Barbara Slavin: not my usual topic but my kid is one of the authors and there is no more important issue #ClimateChangeIsReal https://arxiv.org/pdf/1906.05433.pdf

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Maarit Laatikainen: @arxiv: #ClimateChange is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help. ...#MachineLearning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt to a changing climate." #digital

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AI Papers: Tackling Climate Change with Machine Learning. http://arxiv.org/abs/1906.05433

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Susanne Baker: Here’s a really good overview of some of the opportunities to cut carbon using machine learning https://arxiv.org/pdf/1906.05433.pdf

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Kostas Kavvadias: If you want to learn how digitalization and more specifically machine learning is going to tackle climate change read this paper by 22 AI researchers (including Google, Stanford, Harvard, Deepmind, Microsoft Research etc). https://arxiv.org/pdf/1906.05433.pdf Comprehensive and no buzzwords!

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John Bliss: A very important research paper on how #AI and #ML can assist in tackling #climatechange https://arxiv.org/pdf/1906.05433.pdf

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Mathieu Galtier: A well documented review listing how Machine Learning can help in climate change. https://arxiv.org/pdf/1906.05433.pdf

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Content

Found on Jun 14 2019 at https://arxiv.org/pdf/1906.05433.pdf

PDF content of a computer science paper: Tackling Climate Change with Machine Learning