Invention Grant
- Patent Title: System and method for molecular reconstruction and probability distributions using a 3D variational-conditioned generative adversarial network
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Application No.: US17399931Application Date: 2021-08-11
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Publication No.: US11263534B1Publication Date: 2022-03-01
- Inventor: Alvaro Prat , Alwin Bucher , Zygimantas Jocys , Roy Tal , Charles Dazler Knuff
- Applicant: Ro5 Inc.
- Applicant Address: US TX Dallas
- Assignee: Ro5 Inc.
- Current Assignee: Ro5 Inc.
- Current Assignee Address: US TX Dallas
- Agency: Galvin Patent Law LLC
- Agent Brian R. Galvin
- Main IPC: G01N33/48
- IPC: G01N33/48 ; G01N33/50 ; G06N5/02 ; G16B50/10 ; G16B40/00 ; G16B15/00 ; G06K9/62 ; G06N3/08 ; G06F16/951 ; G16B45/00 ; G16C20/70
Abstract:
A system and method that produces an accurate probability distribution representative of a target molecule that may be used in pharmacokinetics and analogous applications. A generator is seeded from a variational autoencoder during training and is then used after training in series with a second variational autoencoder to produce the probability distributions from molecular tensors.
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