✨ add MatWerk ontology class and documentation

Author: aioaneia

docs/source/benchmarking/materials_science_&_engineering/matwerk.rst

@@ -0,0 +1,82 @@
+NFDI MatWerk Ontology (MatWerk)
+==============================================================================
+
+Overview
+--------
+NFDI-MatWerk aims to establish a digital infrastructure for Materials Science and Engineering (MSE),
+fostering improved data sharing and collaboration. This repository provides comprehensive documentation
+for NFDI MatWerk Ontology (MWO) v3.0, a foundational framework designed to structure research data
+and enhance interoperability within the MSE community. To ensure compliance with top-level ontology standards,
+MWO v3.0 is aligned with the Basic Formal Ontology (BFO) and incorporates the modular approach
+of the NFDIcore mid-level ontology, enriching metadata through standardized classes and properties.
+The MWO addresses key aspects of MSE research data, including the NFDI-MatWerk community structure,
+covering task areas, infrastructure use cases, projects, researchers, and organizations.
+It also describes essential NFDI resources, such as software, workflows, ontologies, publications,
+datasets, metadata schemas, instruments, facilities, and educational materials. Additionally,
+MWO represents NFDI-MatWerk services, academic events, courses, and international collaborations.
+As the foundation for the MSE Knowledge Graph, MWO facilitates efficient data integration and retrieval,
+promoting collaboration and knowledge representation across MSE domains. This digital transformation
+enhances data discoverability, reusability, and accelerates scientific exchange, innovation,
+and discoveries by optimizing research data management and accessibility.
+
+:Domain: Materials Science & Engineering
+:Category: Materials Science
+:Current Version: 3.0.0
+:Last Updated: 2024-01-30
+:Creator: Hossein Beygi Nasrabadi, Jörg Waitelonis, Ebrahim Norouzi, Kostiantyn Hubaiev, Harald Sack
+:License: Creative Commons 4.0
+:Format: OWL, TTL
+:Download: `NFDI MatWerk Ontology (MatWerk) Homepage <https://github.com/ISE-FIZKarlsruhe/mwo?tab=readme-ov-file>`_
+
+Graph Metrics
+-------------
+    - **Total Nodes**: 2554
+    - **Total Edges**: 4870
+    - **Root Nodes**: 86
+    - **Leaf Nodes**: 1384
+
+Knowledge coverage
+------------------
+    - Classes: 449
+    - Individuals: 29
+    - Properties: 129
+
+Hierarchical metrics
+--------------------
+    - **Maximum Depth**: 13
+    - **Minimum Depth**: 0
+    - **Average Depth**: 2.83
+    - **Depth Variance**: 5.95
+
+Breadth metrics
+------------------
+    - **Maximum Breadth**: 148
+    - **Minimum Breadth**: 1
+    - **Average Breadth**: 40.00
+    - **Breadth Variance**: 1814.14
+
+Dataset Statistics
+------------------
+Generated Benchmarks:
+    - **Term Types**: 29
+    - **Taxonomic Relations**: 562
+    - **Non-taxonomic Relations**: 12
+    - **Average Terms per Type**: 4.14
+
+Usage Example
+-------------
+.. code-block:: python
+
+    from ontolearner.ontology import MatWerk
+
+    # Initialize and load ontology
+    ontology = MatWerk()
+    ontology.load("path/to/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

ontolearner/ontology/material_science_engineering.py

@@ -499,6 +499,36 @@ class MatVoc(BaseOntology):
     download_url = "https://stream-project.github.io/#overv"
 
 
+class MatWerk(BaseOntology):
+    """
+    NFDI-MatWerk aims to establish a digital infrastructure for Materials Science and Engineering (MSE),
+    fostering improved data sharing and collaboration. This repository provides comprehensive documentation
+    for NFDI MatWerk Ontology (MWO) v3.0, a foundational framework designed to structure research data
+    and enhance interoperability within the MSE community. To ensure compliance with top-level ontology standards,
+    MWO v3.0 is aligned with the Basic Formal Ontology (BFO) and incorporates the modular approach
+    of the NFDIcore mid-level ontology, enriching metadata through standardized classes and properties.
+    The MWO addresses key aspects of MSE research data, including the NFDI-MatWerk community structure,
+    covering task areas, infrastructure use cases, projects, researchers, and organizations.
+    It also describes essential NFDI resources, such as software, workflows, ontologies, publications,
+    datasets, metadata schemas, instruments, facilities, and educational materials. Additionally,
+    MWO represents NFDI-MatWerk services, academic events, courses, and international collaborations.
+    As the foundation for the MSE Knowledge Graph, MWO facilitates efficient data integration and retrieval,
+    promoting collaboration and knowledge representation across MSE domains. This digital transformation
+    enhances data discoverability, reusability, and accelerates scientific exchange, innovation,
+    and discoveries by optimizing research data management and accessibility.
+    """
+    ontology_id = "MatWerk"
+    ontology_full_name = "NFDI MatWerk Ontology (MatWerk)"
+    domain = "Materials Science & Engineering"
+    category = "Research Data, Interoperability"
+    version = "3.0.0"
+    last_updated = "2025-03-01"
+    creator = "Hossein Beygi Nasrabadi, Jörg Waitelonis, Ebrahim Norouzi, Kostiantyn Hubaiev, Harald Sack"
+    license = "Creative Commons 1.0"
+    format = "TTL"
+    download_url = "https://github.com/ISE-FIZKarlsruhe/mwo?tab=readme-ov-file"
+
+
 class MDO(BaseOntology):
     """
     MDO is an ontology for materials design field, representing the domain knowledge specifically related