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Filtering by: Type of work Publication Keyword materials informatics Publisher National Institute for Materials Science

Relationship Extraction with Weakly Supervised Learning Based on Process-Structure-Property-Performance Reciprocity

Description/Abstract:

We developed a computer aided material design system that extracts relationships from natural language texts in weakly labeled data. We b...

Keyword:

Natural language processing, knowledge extraction, materials informatics, relation extraction, and weakly supervised learning

Resource Type:

Article

Author:

Takeshi Onishi, Takuya Kadohira, and Ikumu Watanabe

Date Uploaded:

17/02/2023

Date Modified:

22/03/2024
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics

Description/Abstract:

As interdisciplinary science is flourishing because of materials informatics and additional factors; a systematic way is required for exp...

Keyword:

functional decomposition, knowledge sharing, materials informatics, and ontology

Resource Type:

Report

Author:

Hiori Kino, Hieu Chi Dam, Takashi Miyake, and Riichiro Mizoguchi

Date Uploaded:

08/02/2023

Date Modified:

22/03/2024