公开(公告)号：US20240127533A1

公开(公告)日：2024-04-18

申请号：US18534176

申请日：2023-12-08

Applicant: Preferred Networks, Inc. ,  ENEOS Corporation

Inventor： So TAKAMOTO ,  Wenwen LI ,  Yusuke ASANO ,  Takafumi ISHII

IPC: G06T17/00 ,  G06V10/82 ,  G06V20/69

CPC classification number: G06T17/00 ,  G06V10/82 ,  G06V20/695

Abstract: An inferring device includes one or more memories and one or more processors. The one or more processors are configured to obtain three-dimensional structures of a plurality of molecules; and input the three-dimensional structures of the plurality of molecules into a neural network model and infer one or more physical properties of the plurality of molecules.

公开(公告)号：US20250021705A1

公开(公告)日：2025-01-16

申请号：US18900321

申请日：2024-09-27

Applicant: ENEOS Corporation ,  Preferred Networks, Inc.

Inventor： Kota MATSUMOTO ,  Taku WATANABE ,  Takafumi ISHII ,  Ryohto SAWADA

IPC: G06F30/10 ,  G16C20/10

Abstract: An information processing device includes one or more memories; and one or more processors. The one or more processors are configured to search for a reaction path by using one or more trained models that, when receiving an input of a three-dimensional arrangement of two or more atoms forming a molecule, output a physical quantity regarding the molecule.

公开(公告)号：US20250005374A1

公开(公告)日：2025-01-02

申请号：US18884988

申请日：2024-09-13

Applicant: Preferred Networks, Inc. ,  ENEOS Corporation

Inventor： So TAKAMOTO ,  Chikashi SHINAGAWA ,  Takafumi ISHII

IPC: G06N3/096 ,  G06N3/04

Abstract: An information processing device includes one or more memories and one or more processors. The one or more processors are configured to input information regarding an atom of a substance to a first model; and obtain information regarding the substance from the first model. The first model is a model which includes: layers from an input layer up to a predetermined layer of a second model to which information regarding atoms is input and which outputs at least one of a value of an energy or a value of a force; and another layer, and which is trained to output the information regarding the substance.

公开(公告)号：US20240112764A1

公开(公告)日：2024-04-04

申请号：US18533914

申请日：2023-12-08

Applicant: ENEOS Corporation ,  Preferred Networks, Inc.

Inventor： Yoshihiro YAYAMA ,  Yusuke ASANO ,  Takafumi ISHII ,  Takao KUDO ,  Taku WATANABE ,  Ryohto SAWADA

IPC: G16C20/70

CPC classification number: G16C20/70

Abstract: An information processing device includes one or more processors. The one or more processors are configured to optimize, for a specific elementary reaction in a reaction using a catalyst including a plurality of elementary reactions, an arrangement of a promoter element in the catalyst based on activation energy acquired using a trained model, and search for the promoter element based on the activation energy acquired using the trained model for each type of the promoter element.

公开(公告)号：US20210371635A1

公开(公告)日：2021-12-02

申请号：US17263737

申请日：2019-07-30

Applicant: ENEOS CORPORATION

Inventor： Keisuke CHINO ,  Yoshihiro MORINAGA ,  Yuhei SASAKI ,  Takafumi ISHII ,  Toshiyuki IWASAKI

IPC: C08L23/26

Abstract: A resin composition including: at least one resin ingredient selected from the group made of a resin (A) having a side chain (a) containing a hydrogen-bonding cross-linking moiety with a carbonyl-containing group and/or a nitrogen-containing heterocycle and having a glass transition point of 25° C. or lower, and a resin (B) containing a hydrogen-bonding cross-linking moiety and a covalent-bonding cross-linking moiety in a side chain and having a glass transition point of 25° C. or lower, wherein both the resin (A) and the resin (B) are a reaction product of a cross-linking agent with a maleic anhydride-modified thermoplastic resin having a melting point of 68° C. to 134° C. and a maleation rate of 0.5 to 2.5% by mass.