ALEXANDRIA, Va., Feb. 12 -- United States Patent no. 12,223,435, issued on Feb. 11, was assigned to RO5 INC. (Dallas).

"System and method for molecular reconstruction from molecular probability distributions" was invented by Alvaro Prat (Barcelona, Spain), Alwin Bucher (Cambridge, Great Britain), Zygimantas Jocys (Hove, Great Britain) and Roy Tal (Dallas).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method comprising a transmoler that identifies common substructures of a given 3D conformer and predicts its structural information. First, based on contrastive learning, substructure embeddings are learned in an unsupervised manner. Secondly, a novel oriented 3D object regressor predicts the dimens...