Tackling Climate Change with Machine Learning · HackerPapers discussions

Tackling Climate Change with Machine Learning — mentioned by jingxiangmo

Wed, 05 Oct 2022 12:45:22 GMT

Research paper identifying high impact problems that can be solved by machine learning. Link directly to paper PDF: https://arxiv.org/pdf/1906.05433.pdf

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Wed, 05 Oct 2022 12:45:22 GMT

Tackling Climate Change with Machine Learning [2019]

2 points; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by querez

Wed, 03 Aug 2022 08:31:26 GMT

As an AI researcher, I feel like this is misguided advice. The field is overrun with people, and it's almost impossible to make a meaningful dent anymore. Even if you have a group of experienced researchers and large compute reserves, most people are content with chasing SOTAs, because the green-field low-hanging fruit of yesteryear is over (and has been over for a while). Sure, you can learn some AI and then look for climate-applications[0], but then again, why not enter that field as a software engineer in the first place. Learning AI and is just an unnecessary detour if you want to end up…

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Sun, 01 Aug 2021 06:55:54 GMT

Tackling Climate Change with Machine Learning

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Mon, 19 Apr 2021 16:28:11 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Mon, 23 Dec 2019 05:20:19 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by summerlight

Mon, 16 Dec 2019 19:57:15 GMT

https://arxiv.org/abs/1906.05433 This paper seems relevant to the climate change part. This is more about what to do rather than technologies.

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Thu, 17 Oct 2019 15:04:12 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by jamessb

Sun, 06 Oct 2019 21:01:27 GMT

See this (97 page) review "Tackling Climate Change with Machine Learning": https://arxiv.org/abs/1906.05433 You might also find Bret Victor's "What can a technologist do about climate change?" article interesting - it talks about software other than ML/AI: http://worrydream.com/ClimateChange/

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Tue, 17 Sep 2019 22:35:54 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Sun, 07 Jul 2019 15:38:53 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Thu, 27 Jun 2019 17:29:21 GMT

Tackling Climate Change with Machine Learning [pdf]

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Sun, 23 Jun 2019 21:14:32 GMT

Tackling Climate Change with Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by martincollignon

Sun, 23 Jun 2019 17:48:33 GMT

Great to see more and more climate related posts on HN. Posted this a couple of times already, but I'd encourage everyone to check this paper[0] that recently came out ("Tackling Climate Change with Machine Learning"). Among one of the initiatives mentioned is a startup called Tomorrow [1] that integrates with services (Uber, Instacart, etc) to calculate your personal CO2 emissions. They need help to get more of these integrations and more CO2 models. Consider giving a hand to them or other projects like this one [2]. [0] https://arxiv.org/abs/1906.05433 [1] https://www.tmrow.com/ [2]…

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by martincollignon

Sun, 23 Jun 2019 17:44:42 GMT

Interesting to see more and more climate related posts on HN. Posted this a couple of times already, but I'd encourage everyone to check this paper[0] that recently came out ("Tackling Climate Change with Machine Learning"). Among one of the initiatives mentioned is a startup called Tomorrow [1] that integrates with services (Uber, Instacart, etc) to calculate your personal CO2 emissions. They need help to get more of these integrations and more CO2 models. Consider giving a hand to them or other projects like this one [2]. [0] https://arxiv.org/abs/1906.05433 [1] https://www.tmrow.com/ [2]…

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by martincollignon

Sat, 22 Jun 2019 15:04:03 GMT

Reading these headlines is pretty depressing. If you want to do something about it, a paper called Tackling Climate Change with Machine Learning[0] just came out, and under Tools for Individuals a startup called Tomorrow[1] is mentioned. They're actively looking for help to get more integrations to their app to calculate people's personal CO2 emissions. [0] https://arxiv.org/abs/1906.05433 [1] https://www.tmrow.com/

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Tackling Climate Change with Machine Learning — mentioned by martincollignon

Fri, 21 Jun 2019 17:15:33 GMT

If you have time to dedicate to the fight against climate change, consider reading this paper [0] and start or help out some of the projects mentioned. One example is Tomorrow [1], a startup that tries to calculate your CO2 emisisons based on app integrations and is looking for help on these integrations and CO2 models, but there are other projects like this one [2] or this one [3]. [0] https://arxiv.org/abs/1906.05433 [1] https://www.tmrow.com/ [2] https://openclimatefix.github.io/ [3] http://pangeo.io

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by martincollignon

Fri, 21 Jun 2019 17:10:12 GMT

If you want to do something about climate change, a paper called Tackling Climate Change with Machine Learning[0] just came out, and under Tools for Individuals a startup called Tomorrow[1] is mentioned. I know they're actively looking for help to get more integrations to their app to calculate people's personal CO2 emissions. [0] https://arxiv.org/abs/1906.05433 [1] https://www.tmrow.com/

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Mon, 17 Jun 2019 08:53:20 GMT

Tackling Climate Change with Machine Learning

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Sun, 16 Jun 2019 07:49:57 GMT

Tackling Climate Change with Machine Learning

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — mentioned by wintercarver

Sat, 15 Jun 2019 12:49:20 GMT

I don’t think this is a comprehensive answer, but if you want a nice summary of how climate change might be impacted by ML/DL applications, this is hot off the press: Tackling Climate Change with Machine Learning, https://arxiv.org/abs/1906.05433

Paper and discussion history. A mention is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Fri, 14 Jun 2019 15:30:18 GMT

Tackling Climate Change with Machine Learning

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Tackling Climate Change with Machine Learning — HN submission

Fri, 14 Jun 2019 01:55:51 GMT

Tackling Climate Change with Machine Learning

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.