| POLYMERS Vol.71 No.8 |
| >> Japanese |
COVER STORY Polymer-Designing AI |
| Creating new values by use of information technologies such as artificial intelligence (AI), which has been in the limelight for winning the Go champion, is becoming popular in various fields, as shown in AI speakers and home appliances. This trend is not limited to products and robots that are open to the public, but is also found in many cases such as transportation, manufacturing, and design. In the field of materials design, high-efficiency design by use of small data as well as big data is being carried out, and it is expected that many new materials will be produced in the future. In this special issue, we introduce materials informatics technologies that produce materials that show remarkable performance in terms of chemical, physical, and mechanical properties, etc.. Editors: IWASAKI, ISHIWARI, IDA, and HIGUCHI |
| Messages from 36th President |
| Polymer Science and Technology at a Historical Turning Point | Kohzo ITO | 371
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| Digest for English Readers | 374
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| Hot Topics in Polymer Science in SPSJ | 377
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| SPSJ PMF Poster Awards 2021 |
| Commentary |
| Materials Platform Plan for Japan | Kazuhito HASHIMOTO | 378
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| COVER STORY: Highlight Reviews |
| Materials Research in Data Era | Masahiko DEMURA | 379 |
| Lack of Data Resources in Data-Driven Polymer Materials Research: The Role of Simulation and Machine Learning | Ryo YOSHIDA, Yoshihiro HAYASHI | 382 |
| Automatic Materials Design and its Application to Polymers | Koji TSUDA | 385 |
| PolyMANGA | 388 |
| COVER STORY: Topics and Products |
| Materials Informatics Approach to Predictive Models for Elastic Modulus of Polypropylene Composites | Tomohiro OSHIYAMA, Michihiro OKUYAMA | 389 |
| Data-Driven Approach for New Material Exploration | Kenji NAGATA | 391 |
| Machine Learning for Modeling Glass Materials | Shingo URATA | 393 |
| Machine-Learning-Assisted Synthesis of Novel MOFs | Daisuke TANAKA | 395 |
| Polymer Science and I: A Personal Account |
| Going with the Flow | Takuya MATSUMOTO | 397
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| Messages: “Work and Life” |
| Diversity and Polymer | Tomoyo OKUMURA | 398
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| Front-Line Polymer Science |
| Chain Architecture and Association Behaviors of Amphiphilic Copolymers in Water | Yukiteru KATSUMOTO | 399
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| Messages from SPSJ | 404 |
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