An Ontology for the Materials Design Domain

06/13/2020
by   Huanyu Li, et al.
0

In the materials design domain, much of the data from materials calculations are stored in different heterogeneous databases. Materials databases usually have different data models. Therefore, the users have to face the challenges to find the data from adequate sources and integrate data from multiple sources. Ontologies and ontology-based techniques can address such problems as the formal representation of domain knowledge can make data more available and interoperable among different systems. In this paper, we introduce the Materials Design Ontology (MDO), which defines concepts and relations to cover knowledge in the field of materials design. MDO is designed using domain knowledge in materials science (especially in solid-state physics), and is guided by the data from several databases in the materials design field. We show the application of the MDO to materials data retrieved from well-known materials databases.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/03/2019

Ontologies for the Virtual Materials Marketplace

The Virtual Materials Marketplace (VIMMP) project, which develops an ope...
research
07/05/2019

Materials databases: the need for open, interoperable databases with standardized data and rich metadata

Driven by the recent rapid increase in the number of materials databases...
research
02/19/2020

Knowledge Reconciliation of n-ary Relations

In the expanding Semantic Web, an increasing number of sources of data a...
research
05/08/2023

Genomic Materials Design: CALculation of PHAse Dynamics

The CALPHAD system of fundamental phase-level databases, now known as th...
research
09/13/2023

Modeling Dislocation Dynamics Data Using Semantic Web Technologies

Research in the field of Materials Science and Engineering focuses on th...
research
01/20/2021

HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science

Introduces HIVE-4-MAT - Helping Interdisciplinary Vocabulary Engineering...
research
10/10/2018

Building an Ontology for the Domain of Plant Science using Protégé

Due to the rapid development of technology, large amounts of heterogeneo...

Please sign up or login with your details

Forgot password? Click here to reset