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Items: 4


Using machine learning to discover shape descriptors for predicting emulsion stability in a microfluidic channel.

Khor JW, Jean N, Luxenberg ES, Ermon S, Tang SKY.

Soft Matter. 2019 Feb 6;15(6):1361-1372. doi: 10.1039/c8sm02054j.


Coupling between oxygen redox and cation migration explains unusual electrochemistry in lithium-rich layered oxides.

Gent WE, Lim K, Liang Y, Li Q, Barnes T, Ahn SJ, Stone KH, McIntire M, Hong J, Song JH, Li Y, Mehta A, Ermon S, Tyliszczak T, Kilcoyne D, Vine D, Park JH, Doo SK, Toney MF, Yang W, Prendergast D, Chueh WC.

Nat Commun. 2017 Dec 12;8(1):2091. doi: 10.1038/s41467-017-02041-x.


Unsupervised Data Mining in nanoscale X-ray Spectro-Microscopic Study of NdFeB Magnet.

Duan X, Yang F, Antono E, Yang W, Pianetta P, Ermon S, Mehta A, Liu Y.

Sci Rep. 2016 Sep 29;6:34406. doi: 10.1038/srep34406.


Combining satellite imagery and machine learning to predict poverty.

Jean N, Burke M, Xie M, Davis WM, Lobell DB, Ermon S.

Science. 2016 Aug 19;353(6301):790-4. doi: 10.1126/science.aaf7894.

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