[SA_Scat] Model reconstruction using machine learning methods directly from SAXS
Haiguang Liu
haiguang.liu at gmail.com
Wed Jul 10 09:11:49 BST 2019
Dear Colleague and friends,
We developed a method for 3D model reconstruction. In this method, we
utilize the auto-encoder to compress the model representation in latent
space, and then applied genetic algorithm to re-build the model. The radius
can also be optimized as a free parameter.
Please try it out at http://liulab.csrc.ac.cn/decodeSAXS
Let us know if there is any problem/question/suggestion.
Details about the method can be found at:
https://www.biorxiv.org/content/10.1101/691832v1.full
Best regards,
Haiguang Liu
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