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Tackling Climate Change with Machine Learning

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Jun 14 2019 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, 848 likes


Jun 14 2019 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, 513 likes


Jun 16 2019 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


Jun 14 2019 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


Jun 15 2019 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, 71 likes


Jun 14 2019 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


Nov 11 2019 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
2 replies, 55 likes


Jul 07 2019 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, 45 likes


Jun 14 2019 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


Jun 14 2019 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


Jun 14 2019 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


Jun 14 2019 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


Jun 14 2019 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


Jun 21 2019 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


Jun 25 2019 Bharath Ramsundar

I think climate control systems for buildings will join plumbing and electricity as basic needs for a society. Climate change is going to be especially hard on many developing countries near the equator, so it's worth asking how we can achieve cheap, low-pollution climate control
4 replies, 23 likes


Sep 24 2019 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


Aug 28 2019 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


Jun 12 2019 Yacine Ghamri

Glad to be in Hanoi with friends from #USTH #WEO & #ICT, @ird_fr @ToulouseUni @umontpellier & #epurtek to work on IoT in Ecological Engineering: domestic wastewater epuration & connected constructed wetlands @orange_didier @SergeStinckwich @L3i_LaRochelle @UnivLaRochelle #LUDI https://t.co/HUAKVHAoii
1 replies, 18 likes


Jun 14 2019 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


Jun 14 2019 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


Jun 23 2019 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


Jun 21 2019 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


Jun 20 2019 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


Jun 18 2019 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


Jun 18 2019 Pierre-Yves Oudeyer

Tackling Climate Change with Machine Learning https://arxiv.org/pdf/1906.05433.pdf
0 replies, 11 likes


Jun 14 2019 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


Jul 15 2019 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


Sep 02 2019 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


Jun 25 2019 MIT Technology Review

This is how artificial intelligence can help save our planet and humanity from climate change. https://trib.al/zpFVDN0
1 replies, 9 likes


Oct 29 2019 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, 9 likes


Jun 26 2019 Sukriti Paul

The need of the hour.🌴🌤️🌫️ Tackling Climate Change with ML. http://arxiv.org/abs/1906.05433
1 replies, 9 likes


Jun 16 2019 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


Jul 22 2019 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


Jun 14 2019 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


Nov 07 2019 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


Jun 14 2019 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


Jul 16 2019 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


Jun 14 2019 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


Jul 27 2019 Steve Pye

Extensive review of machine learning and its application to the climate change challenge @bataille_chris @fgnli @peihaoli
0 replies, 6 likes


Nov 07 2019 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


Jun 17 2019 Sébastien Carassou 🌎

Tackling Climate Change with Machine Learning https://arxiv.org/abs/1906.05433?fbclid=IwAR27FiNlp2cYLoJeodiwrv3xtBW8lGN29hfE_Rf3RieYKhdH5my-TE2RUZw
1 replies, 6 likes


Jun 30 2019 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


Sep 26 2019 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


Jun 21 2019 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


Jun 14 2019 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


Jun 15 2019 Prof. Barry O'Sullivan, MRIA 🇪🇺

This is fantastic. Well worth reading. #ClimateChange #MachineLearning #AI
0 replies, 5 likes


Jun 14 2019 Peter Anderson

I've been waiting for a paper like this
1 replies, 4 likes


Jun 17 2019 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


Jun 14 2019 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


Jul 23 2019 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


Jun 14 2019 Nitin Nataraj

A great paper to read if you're into ML and would like to help with Climate Change!
0 replies, 4 likes


Jun 14 2019 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


Jun 14 2019 Christophe Coutelle

Proof that open collaboration in AI research can do miracles!
0 replies, 4 likes


Oct 17 2019 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


Jun 14 2019 Plutospark

Tackling Climate Change with Machine Learning #ClimateChange #machinelearning #AI https://arxiv.org/abs/1906.05433
0 replies, 4 likes


Nov 11 2019 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


Jul 08 2019 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


Jun 14 2019 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


Jun 17 2019 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


Jun 24 2019 Jesse Martinez

Tackling #ClimateChange with Machine Learning #ML https://arxiv.org/pdf/1906.05433.pdf
0 replies, 3 likes


Jun 14 2019 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


Jun 14 2019 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


Jun 14 2019 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


Jun 14 2019 Roozbeh Farhoodi

Machine learning can contribute to fix #Climatechange
0 replies, 3 likes


Jun 28 2019 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


Jun 23 2019 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


Jun 20 2019 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


Jun 15 2019 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


Jun 17 2019 SB

Tackling Climate Change with Machine Learning #ClimateChange #machinelearning #AI https://arxiv.org/abs/1906.05433
0 replies, 2 likes


Nov 12 2019 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


Aug 17 2019 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


Jun 20 2019 FT Technology News

AI: not so benevolent after all https://on.ft.com/2XWIHTg
0 replies, 2 likes


Jun 14 2019 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


Jun 16 2019 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


Jun 16 2019 Justin Chen

Awesome!
0 replies, 2 likes


Sep 30 2019 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


Sep 30 2019 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


Jun 20 2019 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


Jul 08 2019 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


Jul 01 2019 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


Jun 24 2019 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


Jun 26 2019 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


Nov 10 2019 Clara Durodié

Tackling climate change with machine learning (research paper) #AI #ClimateEmergency #BigData #ML https://arxiv.org/abs/1906.05433
0 replies, 1 likes


Sep 16 2019 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
0 replies, 1 likes


Jun 14 2019 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
1 replies, 1 likes


Jun 24 2019 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


Jun 14 2019 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"
0 replies, 1 likes


Jul 09 2019 Anne Urai

@DamienERNST1 @choldgraf @NeurIPSConf I hope this is widely read in the ML community https://arxiv.org/abs/1906.05433
0 replies, 1 likes


Jun 24 2019 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
0 replies, 1 likes


Jun 14 2019 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


Jun 14 2019 AI Papers

Tackling Climate Change with Machine Learning. http://arxiv.org/abs/1906.05433
0 replies, 1 likes


Jun 14 2019 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
0 replies, 1 likes


Nov 11 2019 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, 1 likes


Jun 14 2019 Andreas Kopp

Very interesting read on #AI for #sustainability! 🌱
0 replies, 1 likes


Jun 14 2019 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
0 replies, 1 likes


Jun 19 2019 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


Jun 15 2019 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


Aug 17 2019 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
0 replies, 1 likes


Sep 18 2019 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
0 replies, 1 likes


Jun 23 2019 Ed Strafford

Massive Challenge, meet Huge Opportunity #ClimateChange #AI
0 replies, 1 likes


Jun 14 2019 Maxwell Joseph 🍩

Putting this on the reading list...
0 replies, 1 likes


Oct 31 2019 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


Jun 17 2019 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


Jun 14 2019 Chris Briggs @ ICML

Really important paper. Long, but worth reading. #MachineLearning #ClimateChange #ClimateChangeAI
0 replies, 1 likes


Jun 14 2019 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


Aug 28 2019 KordingLab

The AI for climate change initiative now has its own page: https://www.climatechange.ai/
0 replies, 1 likes


Oct 21 2019 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


Jun 17 2019 Brett Frischmann

If I worked in ML or was studying ML ... this is the direction I would go
0 replies, 1 likes


Jul 27 2019 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


Nov 11 2019 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!
1 replies, 0 likes


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