公开(公告)号：US20240161354A1

公开(公告)日：2024-05-16

申请号：US18282381

申请日：2022-02-14

申请人： NEC Corporation ,  TOHOKU UNIVERSITY

发明人： Naoki KUWAMORI ,  Akihiro MUSA ,  Yohei TAKIGAWA ,  Yuka KAZAMA ,  Yoshihiko SATOU ,  Hiroaki KOBAYASHI ,  Gota KIKUGAWA ,  Tomonaga OKABE ,  Kazuhiko KOMATSU

IPC分类号： G06T11/00

CPC分类号： G06T11/001

摘要： A physical property map image generation apparatus performs: acquiring, for each pattern of a material, physical property information indicating a physical property quantity for each physical property of a product; and generating a self-organizing map and a physical property map image. A position in a map space and a physical property vector indicating a value related to a physical property quantity for each type of physical properties of the product are assigned to each node on the self-organizing map. On the physical property map image 40, each of the nodes arranged in the map space is represented by a color assigned to that node. For each node, each of two or three base color components of a color assigned to the node is determined based on a value that a physical property vector assigned to that node indicates for a physical property corresponding to that base color.

公开(公告)号：US20240304287A1

公开(公告)日：2024-09-12

申请号：US18279506

申请日：2022-02-14

申请人： NEC Corporation ,  TOHOKU UNIVERSITY

发明人： Naoki KUWAMORI ,  Akihiro MUSA ,  Yuka Kazama ,  Yohei TAKIGAWA ,  Yoshihiko SATOU ,  Hiroaki KOBAYASHI ,  Gota KIKUGAWA ,  Tomonaga OKABE ,  Kazuhiko KOMATSU

IPC分类号： G16C60/00 ,  G06F30/27

CPC分类号： G16C60/00 ,  G06F30/27

摘要： A recommendation data generation apparatus (2000) acquires material specification information (10) representing a material specification of a material (60) and physical property information (20) representing a physical property of a product (70). The recommendation data generation apparatus (2000) generates a self-organizing map (30) by using the physical property information (20). Each node on the self-organizing map (30) is assigned a position in a map space and a physical property vector representing a physical property. The recommendation data generation apparatus (2000) assigns each node a specification vector representing the material specification by using the material specification information (10). The recommendation data generation apparatus (2000) acquires target information (80) representing a desired physical property, and detects a target node to which a physical property vector matching that physical property is assigned. The recommendation data generation apparatus (2000) generates, by using the specification vector assigned to the target node, recommendation data (90) representing the material specification with which a product (70) having a desired physical property can be generated.

公开(公告)号：US20240153158A1

公开(公告)日：2024-05-09

申请号：US18280097

申请日：2022-02-14

申请人： NEC CORPORATION ,  TOHOKU UNIVERSITY

发明人： Naoki KUWAMORI ,  Akihiro MUSA ,  Yohei TAKIGAWA ,  Yuka KAZAMA ,  Yoshihiko SATOU ,  Hiroaki KOBAYASHI ,  Gota KIKUGAWA ,  Tomonaga OKABE ,  Kazuhiko KOMATSU

IPC分类号： G06T11/00 ,  G06T7/90 ,  G06V10/762

CPC分类号： G06T11/001 ,  G06T7/90 ,  G06V10/762 ,  G06T2207/10024

摘要： A map image generation apparatus acquires material specification information representing a material specification of a material and physical property information representing a physical property of a product. The map image generation apparatus generates a self-organizing map by using the physical property information. A position in a map space, and a physical property vector indicating, for each of a plurality of types of physical properties of the product, a value related to a physical property quantity of the physical property are assigned to each of nodes on the self-organizing map. The map image generation apparatus assigns, by using the material specification information, a specification vector indicating a value related to the material specification to each of the nodes. The map image generation apparatus generates a map image in which the nodes are clustered or colored based on the specification vectors.

公开(公告)号：US20240152664A1

公开(公告)日：2024-05-09

申请号：US18282145

申请日：2022-02-14

申请人： NEC CORPORATION ,  TOHOKU UNIVERSITY

发明人： Naoki KUWAMORI ,  Akihiro MUSA ,  Yohei TAKIGAWA ,  Yuka KAZAMA ,  Yoshihiko SATOU ,  Hiroaki KOBAYASHI ,  Gota KIKUGAWA ,  Tomonaga OKABE ,  Kazuhiko KOMATSU

IPC分类号： G06F30/15 ,  G06T7/70 ,  G06T11/20

CPC分类号： G06F30/15 ,  G06T7/70 ,  G06T11/206 ,  G06T2207/30176

摘要： A singular material detection apparatus (2000) acquires, for each of a plurality of materials (60), material specification information (10) representing material specifications of the material (60) and physical property information (20) indicating physical properties of a product (70) that can be generated by using the material (60). The singular material detection apparatus (2000) generates a self-organizing map (30) by using the physical property information (20). The singular material detection apparatus (2000) assigns each of pieces of material specification information (10) to one of nodes based on the physical property information (20) corresponding to that piece of the material specification information (10). Then, the singular material detection apparatus (2000) detects, from among the nodes to which the pieces of material specification information (10) are assigned, a singular node located at a singular position in a map space.