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  6. Material exploration utilizing black-box optimization <September 25, 2024>

Material exploration utilizing black-box optimization <September 25, 2024>

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last updated:Dec 27, 2024

Fixstars Amplify
Fixstars Amplify
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Recommended for those who want to conduct material exploration more efficiently while reducing the number of experiments and simulations!

In this seminar, we introduced an overview of combinatorial optimization problems and the quantum annealing Ising machine, which is a dedicated machine for solving these problems. We also provided an overview of black-box optimization, which has recently garnered attention from various fields, along with case studies, and conducted a workshop on black-box optimization with a focus on material exploration. The content is recommended for those interested in how to utilize quantum annealing Ising machines and black-box optimization. 【Lecture Content (Partial)】 ■ Introduction to combinatorial optimization problems, Ising machines, and case studies ■ Introduction to Fixstars Amplify ■ Overview of black-box optimization ■ Presentation of case studies (material exploration, optimization of wing shapes, feature extraction in machine learning, etc.) ■ Introduction to Amplify-BBOpt and implementation examples * Seminar materials from past events can be downloaded from the related links.

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ロゴ(改訂).jpg

Material exploration utilizing black-box optimization <September 25, 2024>

ロゴ(改訂).jpg
ロゴ(改訂).jpg
  • Related Link - https://amplify.fixstars.com/ja/seminar/blackbox09…

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【Target Audience】 ■ Researchers in corporate research departments or academia who are interested in the utilization of quantum annealing and Ising machines, as well as black-box optimization. ■ Those who want to conduct material exploration more efficiently while reducing the number of experiments and simulations. *Past seminar materials can be downloaded from the related links.

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Fixstars

Fixstars Amplify

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With over 700 companies and organizations utilizing it, and more than 50 million cumulative executions, our optimization computing cloud service powered by cutting-edge quantum technology and other advanced computing methods supports the optimization and automation of our customers' operations. The optimization computing cloud service "Fixstars Amplify" is used in on-site management planning tasks such as production planning, shift scheduling, vehicle dispatch planning, and delivery planning. It can also be utilized for optimizing shelf layouts in automated warehouses and for automatic control of AGVs as a digital twin. In research and development, its use is expanding in areas such as materials informatics and optimization of design parameters. With the world's best service for solving social issues, the highest precision and efficiency, and the most user-friendly optimization computing cloud service, along with comprehensive support from excellent optimization consultants, we provide total support for the optimization of various operations in the manufacturing industry. 【Usage Applications】 Production planning, shift planning, equipment investment optimization, optimal routing for AGVs, shelf layout optimization in automated warehouses, vehicle dispatch planning, delivery planning, design parameter optimization, materials informatics, etc.

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