The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 28, 2023
Filed:
Sep. 18, 2018
Insilico Medicine, Inc., Rockville, MD (US);
Aleksandr Aliper, Moscow, RU;
Aleksandrs Zavoronkovs, Rockville, MD (US);
Alexander Zhebrak, Moscow, RU;
Daniil Polykovskiy, Moscow, RU;
Maksim Kuznetsov, Moscow, RU;
Yan Ivanenkov, Moscow, RU;
Mark Veselov, Moscow, RU;
Vladimir Aladinskiy, Moscow, RU;
Evgeny Putin, Saint Petersburg, RU;
Yuriy Volkov, Saint Petersburg, RU;
Arip Asadulaev, Saint Petersburg, RU;
INSILICO MEDICINE IP LIMITED, Hong Kong, HK;
Abstract
The proposed model is a Variational Autoencoder having a learnable prior that is parametrized with a Tensor Train (VAE-TTLP). The VAE-TTLP can be used to generate new objects, such as molecules, that have specific properties and that can have specific biological activity (when a molecule). The VAE-TTLP can be trained in a way with the Tensor Train so that the provided data may omit one or more properties of the object, and still result in an object with a desired property.