公开(公告)号：US20230281375A1

公开(公告)日：2023-09-07

申请号：US18316405

申请日：2023-05-12

申请人： Samsung Electronics Co., Ltd.

发明人： Song-Yi Han ,  Jae Min Kim ,  Jae Ho Kim ,  Ji-Seong Doh ,  Kang-Hyun Baek ,  Young Kyou Shin ,  Seong Hun Jang ,  Young Jun Cho ,  Yun Ji Choi

IPC分类号： G06F30/398 ,  G06F30/12

CPC分类号： G06F30/398 ,  G06F30/12 ,  G06F2119/02

摘要： A semiconductor design automation system comprises a simulator configured to generate simulation data, a recovery module configured to correct a sampling error of the simulation data to generate recovery simulation data, a hardware data module configured to generate real data, a preprocessing module configured to preprocess the real data to generate preprocessed real data, a database configured to store the recovery simulation data and the preprocessed real data, a first graphic user interface including an automatic simulation generator configured to generate a machine learning model of the recovery simulation data and the preprocessed real data and generate predicted real data therefrom, and a second graphic user interface including a visualization unit configured to generate a visualized virtualization process result from the machine learning model.

公开(公告)号：US11687696B2

公开(公告)日：2023-06-27

申请号：US17395594

申请日：2021-08-06

申请人： Samsung Electronics Co., Ltd.

发明人： Song-Yi Han ,  Jae Min Kim ,  Jae Ho Kim ,  Ji-Seong Doh ,  Kang-Hyun Baek ,  Young Kyou Shin ,  Seong Hun Jang ,  Young Jun Cho ,  Yun Ji Choi

IPC分类号： G06F30/398 ,  G06F30/12 ,  G06F119/02

CPC分类号： G06F30/398 ,  G06F30/12 ,  G06F2119/02

摘要： A semiconductor design automation system comprises a simulator configured to generate simulation data, a recovery module configured to correct a sampling error of the simulation data to generate recovery simulation data, a hardware data module configured to generate real data, a preprocessing module configured to preprocess the real data to generate preprocessed real data, a database configured to store the recovery simulation data and the preprocessed real data, a first graphic user interface including an automatic simulation generator configured to generate a machine learning model of the recovery simulation data and the preprocessed real data and generate predicted real data therefrom, and a second graphic user interface including a visualization unit configured to generate a visualized virtualization process result from the machine learning model.

公开(公告)号：US20220138397A1

公开(公告)日：2022-05-05

申请号：US17395594

申请日：2021-08-06

申请人： Samsung Electronics Co., Ltd.

发明人： Song-Yi Han ,  Jae Min Kim ,  Jae Ho Kim ,  Ji-Seong Doh ,  Kang-Hyun Baek ,  Young Kyou Shin ,  Seong Hun Jang ,  Young Jun Cho ,  Yun Ji Choi

IPC分类号： G06F30/398 ,  G06F30/12

摘要： A semiconductor design automation system comprises a simulator configured to generate simulation data, a recovery module configured to correct a sampling error of the simulation data to generate recovery simulation data, a hardware data module configured to generate real data, a preprocessing module configured to preprocess the real data to generate preprocessed real data, a database configured to store the recovery simulation data and the preprocessed real data, a first graphic user interface including an automatic simulation generator configured to generate a machine learning model of the recovery simulation data and the preprocessed real data and generate predicted real data therefrom, and a second graphic user interface including a visualization unit configured to generate a visualized virtualization process result from the machine learning model.