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A Survey of Deep Learning for Scientific Discovery

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Maithra Raghu: A Survey of Deep Learning for Scientific Discovery To help facilitate using DL in science, we survey a broad range of deep learning methods, new research results, implementation tips & many links to code/tutorials Paper https://arxiv.org/abs/2003.11755 Work with @ericschmidt Thread⬇️ https://t.co/nDx2nvabEN

16 replies, 1310 likes


Eric Schmidt: With the rapid increase of data in scientific domains, there are exciting opportunities for deep learning for science. But a challenge is knowing where to start. With this survey, we aim to address this, giving a broad overview of key deep learning methods and new advances. Thx!

5 replies, 116 likes


Victor Sanh: "Hugging Face (yes, that really is the name)" 🤗🤗🤗 A Survey of Deep Learning for Scientific Discovery, from @maithra_raghu & @ericschmidt https://arxiv.org/pdf/2003.11755.pdf https://t.co/YnddOKuFhM

0 replies, 59 likes


arxiv: A Survey of Deep Learning for Scientific Discovery. http://arxiv.org/abs/2003.11755 https://t.co/jMT1YM78QN

0 replies, 55 likes


Xavier Bresson: Cool my video on graph convnets for molecule generation is mentioned in the survey paper "Deep Learning for Scientific Discovery" by @maithra_raghu and @ericschmidt Video: https://www.youtube.com/watch?v=VXNjCAmb6Zw Paper: https://bit.ly/33YySbc GitHub: ok - time to clean my code for sharing 😅 https://t.co/eTG6Gwzr7E

0 replies, 52 likes


Statistics Papers: A Survey of Deep Learning for Scientific Discovery. http://arxiv.org/abs/2003.11755

0 replies, 26 likes


Yann LeCun: @maithra_raghu and @ericschmidt just posted a very nice overview of the use of deep learning for science. It is targeted at scientists who want to use deep learning in their work and need an overview of the landscape of methods, tools, and tutorial material.

0 replies, 14 likes


Jason H. Moore, PhD: A Survey of Deep Learning for Scientific Discovery https://arxiv.org/abs/2003.11755 #deeplearning #machinelearning #datascience

0 replies, 10 likes


Will Koehrsen: A survey of deep learning: https://arxiv.org/abs/2003.11755

1 replies, 7 likes


Alex Irpan: Interested in ways to apply deep learning techniques to other scientific fields? @maithra_raghu and @ericschmidt have a survey paper of deep learning highlights, with plenty of links to tutorials and code bases. Would recommend. https://arxiv.org/abs/2003.11755

0 replies, 6 likes


Azeem Azhar: Love that Eric Schmidt is publishing scientific surveys. https://arxiv.org/abs/2003.11755 A Survey of Deep Learning for Scientific Discovery

1 replies, 4 likes


Sekou L Remy: Not just nice work.. but really nice science communication!

0 replies, 3 likes


Alex J Bowers: Interested in learning current #DataScience #DataAnalytics w/ #NeuralNetworks? Awesome overview of how to get started w/ #DeepLearning #AI #MachineLearning @maithra_raghu @ericschmidt #artificialintelligence #DataMining #TransferLearning #Algorithms https://arxiv.org/abs/2003.11755 https://t.co/0DIOC0sepm

0 replies, 3 likes


Victor Sanh: "Hugging Face (yes, that really is the name)" 🤗🤗🤗 A Survey of Deep Learning for Scientific Discovery, from @maithra_raghu & @ericschmidt https://arxiv.org/pdf/2003.11755.pdf https://t.co/OXQ94rSFlI

0 replies, 3 likes


Marcus Borba: A Survey of Deep Learning for Scientific Discovery http://arxiv.org/abs/2003.11755 @arxiv_org #ArtificialIntelligence #DeepLearning #DataScience #Robotics #BigData #MachineLearning #Algorithms #NeuralNetworks #AI https://t.co/F7RDtGBWDo

0 replies, 3 likes


MONTREAL.AI: A Survey of Deep Learning for Scientific Discovery Maithra Raghu, Eric Schmidt : https://arxiv.org/abs/2003.11755 #ArtificialIntelligence #DeepLearning #Research https://t.co/F8sd2Ophp3

0 replies, 3 likes


Vishal Maini: really nice accessible intro to different types of deep learning models & which kinds of scientific problems they're well-suited for: 'A Survey of Deep Learning for Scientific Discovery' by @maithra_raghu & @ericschmidt https://arxiv.org/pdf/2003.11755.pdf

0 replies, 2 likes


Kiril Gashteovski: "A Survey of Deep Learning for Scientific Discovery": Extensive, discusses high level considerations for using DL; references to tutorials, code, blog posts; overviews of standard tasks & models; improving data efficiency; interpretability; etc. https://arxiv.org/pdf/2003.11755.pdf #ml

0 replies, 2 likes


Hacker News 100: A Survey of Deep Learning for Scientific Discovery https://arxiv.org/abs/2003.11755 (https://bit.ly/2xpFtiN)

0 replies, 2 likes


Uriah Israel: I really enjoyed "A Survey of Deep Learning for Scientific Discovery" by @maithra_raghu and @ericschmidt. A thorough survey w links to code repos and tutorials. A good resource for #AI4science. https://arxiv.org/pdf/2003.11755.pdf

0 replies, 2 likes


akira: https://arxiv.org/abs/2003.11755 A guide to the use of the Deep Learning for researchers in the natural sciences, with tutorials on a wide range of topics such as GAN, Transformer, Segmentation, etc. It may be good for beginners to understand the whole picture. https://t.co/lSMA7A2RZd

0 replies, 2 likes


Zik: Always start with a review paper. And if you just started working in the deep learning domain, or you want to do anything remotely connected to neural networks as an academic, here is where to start.

0 replies, 1 likes


Popular ML resources: The most popular ArXiv tweet in the last 24h: https://twitter.com/maithra_raghu/status/1243551404297342982

0 replies, 1 likes


Theophano Mitsa: #MachineLearning https://arxiv.org/abs/2003.11755 A Survey of Deep Learning for Scientific Discovery

0 replies, 1 likes


La Forge AI: [2003.11755] A Survey of Deep Learning for Scientific Discovery #DeepLearning #AI #machinelearning #ArtificialIntelligence via @stephenvescio @betterhn50 @MozejkoMarcin @maithra_raghu https://arxiv.org/abs/2003.11755

0 replies, 1 likes


Ankit Jain: This is really nice overview !! keeping it for reference

0 replies, 1 likes


José-María Súnico: sn-news: #ml #stem A Survey of Deep Learning for Scientific Discovery https://arxiv.org/abs/2003.11755

0 replies, 1 likes


Arathi Mani: Incredible paper describing a high level overview of deep learning methods, their applications, and results + implementation tips 🤯

0 replies, 1 likes


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Found on Mar 27 2020 at https://arxiv.org/pdf/2003.11755.pdf

PDF content of a computer science paper: A Survey of Deep Learning for Scientific Discovery