Mechanical Testing Ontology (MechanicalTesting)

The Mechanical Testing Ontology (MechanicalTesting) is a domain ontology developed to represent knowledge in the field of mechanical testing, based on the Elementary Multiperspective Material Ontology (EMMO). It provides a structured vocabulary for describing mechanical testing methods, equipment, and results, supporting both experimental and computational research in materials science.

The ontology employs a class-based modeling approach, defining classes for different types of mechanical tests, equipment, and results, along with properties to describe their characteristics and interactions. Hierarchies are used to organize classes into categories, enabling efficient data retrieval and analysis. MechanicalTesting supports the integration of data from experimental studies and simulations, promoting interoperability and data-driven research in mechanical testing.

Typical applications of MechanicalTesting include the development of new testing methods, the optimization of testing procedures, and the integration of diverse datasets to support advanced analytics and knowledge discovery. By providing a standardized vocabulary and framework, MechanicalTesting enhances collaboration and innovation in the field of mechanical testing.

Example Usage: Annotate a mechanical testing dataset with MechanicalTesting terms to specify test types, equipment, and results, enabling semantic search and integration with materials informatics platforms.

Metrics & Statistics

Graph Statistics

Total Nodes

1365

Total Edges

2569

Root Nodes

174

Leaf Nodes

713
Knowledge Coverage Statistics

Classes

369

Individuals

0

Properties

5
Hierarchical Metrics

Maximum Depth

18

Minimum Depth

0

Average Depth

2.14

Depth Variance

4.98
Breadth Metrics

Maximum Breadth

466

Minimum Breadth

1

Average Breadth

66.89

Breadth Variance

14051.46
LLMs4OL Dataset Statistics

Term Types

0

Taxonomic Relations

36

Non-taxonomic Relations

0

Average Terms per Type

0.00

Usage Example

Use the following code to import this ontology programmatically:

from ontolearner.ontology import MechanicalTesting

ontology = MechanicalTesting()
ontology.load("path/to/MechanicalTesting-ontology.owl")

# Extract datasets
data = ontology.extract()

# Access specific relations
term_types = data.term_typings
taxonomic_relations = data.type_taxonomies
non_taxonomic_relations = data.type_non_taxonomic_relations