This inventor holds 4 USPTO granted patents and 1 published patent application. Top assignee: Insilico Medicine IP Limited. Active years: 2023-2026.
Company Filing History:
Years Active: 2023-2026
Title: The Innovations of Maksim Kuznetsov
Introduction
Maksim Kuznetsov is a prominent inventor based in Moscow, Russia. He has made significant contributions to the field of chemical and molecular design, holding a total of 4 patents. His work focuses on innovative systems and models that enhance the understanding and creation of complex molecular structures.
Latest Patents
One of his latest patents is the "Scaffold-oriented universal line system." This invention introduces a scaffold-oriented line notation that includes a scaffold sequence of atom identifiers, which can incorporate decoration markers. These markers are adjacent to linking atoms and help define the chemical structure of the molecule. The order of the decoration markers is crucial as it determines the sequence of the decorations attached to the scaffold.
Another notable patent is "Subset conditioning using variational autoencoder with a learnable tensor train induced prior." This model, known as VAE-TTLP, is a Variational Autoencoder that utilizes a learnable prior parametrized with a Tensor Train. It is designed to generate new objects, such as molecules, with specific properties and biological activities. The VAE-TTLP can be trained to produce desired properties even when some data is omitted.
Career Highlights
Maksim Kuznetsov is currently employed at Insilico Medicine IP Limited, where he continues to push the boundaries of innovation in molecular design. His work is instrumental in advancing the capabilities of artificial intelligence in drug discovery and molecular generation.
Collaborations
He collaborates with talented individuals such as Daniil Polykovskiy and Aleksandr M Aliper, contributing to a dynamic research environment that fosters innovation and creativity.
Conclusion
Maksim Kuznetsov's contributions to the field of molecular design through his patents and collaborative efforts highlight his role as a leading inventor. His innovative approaches are paving the way for advancements in chemical research and applications.