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[SA_Scat] Model reconstruction using machine learning methodsdirectly from SAXS

  • To: sa_scat@iucr.org
  • Subject: [SA_Scat] Model reconstruction using machine learning methodsdirectly from SAXS
  • From: Haiguang Liu <haiguang.liu@gmail.com>
  • Date: Wed, 10 Jul 2019 16:11:49 +0800
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Dear Colleague and friends,
We developed a method for 3D model reconstruction. In this method, weutilize the auto-encoder to compress the model representation in latentspace, and then applied genetic algorithm to re-build the model. The radiuscan 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_______________________________________________sa_scat mailing listsa_scat@iucr.orghttp://mailman.iucr.org/cgi-bin/mailman/listinfo/sa_scat

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