Ellen D Zhong : cryoDrgn ❄️🐉
Nov 27, 2021 ·
1h 17m 9s
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Description
In this episode, Ellen sits down with me to talk all things cryoDrgn ❄️🐉 Full transcript available at (https://github.com/bHimes/cryo2go/tree/main/transcripts/2020_EllenZhong_cryoDrgn) cryoDrgn is the software she developed during her PhD to model...
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In this episode, Ellen sits down with me to talk all things cryoDrgn ❄️🐉
Full transcript available at (https://github.com/bHimes/cryo2go/tree/main/transcripts/2020_EllenZhong_cryoDrgn)
cryoDrgn is the software she developed during her PhD to model continuous heterogeneity in cryoEM data. She uses a combination of coordinate MLP and variational autoencoders to do so. Listen in if you'd like to know more about what that means! We also touch on some of the details that speed up the training of the neural network that never quite fit into normal academic talks, including the use of the Hartley transform. No cryo2go pod is complete without some time spent on career trajectories, and Ellen's is quite interesting... listen to the end to hear us riff a bit on academia vs. industry : )
show less
Full transcript available at (https://github.com/bHimes/cryo2go/tree/main/transcripts/2020_EllenZhong_cryoDrgn)
cryoDrgn is the software she developed during her PhD to model continuous heterogeneity in cryoEM data. She uses a combination of coordinate MLP and variational autoencoders to do so. Listen in if you'd like to know more about what that means! We also touch on some of the details that speed up the training of the neural network that never quite fit into normal academic talks, including the use of the Hartley transform. No cryo2go pod is complete without some time spent on career trajectories, and Ellen's is quite interesting... listen to the end to hear us riff a bit on academia vs. industry : )
Information
| Author | Benjamin Himes |
| Organization | Benjamin Himes |
| Website | - |
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