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:
Sep. 01, 2026
Filed:
Jun. 30, 2023
International Business Machines Corporation, Armonk, NY (US);
Thanh Lam Hoang, Maynooth, IE;
Marcos Martínez Galindo, Dublin, IE;
Gabriele Picco, Dublin, IE;
Mykhaylo Zayats, Dublin, IE;
Nhan Huu Pham, Tarrytown, NY (US);
Lam Minh Nguyen, Ossining, NY (US);
Marco Luca Sbodio, Dublin, IE;
Dzung Tien Phan, Pleasantville, NY (US);
Vanessa Lopez Garcia, Dublin, IE;
International Business Machines Corporation, Armonk, NY (US);
Abstract
Generative modeling from phylogenetic data is provided. The method comprises creating a multi-sequence alignment (MSA) based on a nucleic acid or protein sequence and generating a phylogenetic tree based on the MSA. The phylogenetic tree is fed into a number of machine learning models, which generate vector representations of the nucleic acid or protein sequences based on the phylogenetic tree. The machine learning models generate from the vector representation predicted nucleic acid or protein sequences for at least one of an evolution sequence, regression sequence, or sibling sequences of nucleic acids or proteins according to the phylogenetic tree.