Ontologie

Ontologien für Wissensrepräsentation und Datenintegration

Ontologie

Ontologie bezeichnet in den Materialwissenschaften eine formale, maschinenlesbare Repräsentation von Begriffen (z.B. Phasen, Prozesse, Eigenschaften) und deren Relationen. Sie strukturiert domänenspezifisches Wissen in Klassen, Hierarchien und Relationen und ermöglicht semantische Interoperabilität zwischen Datenbanken, Simulationen und Experimenten. Ontologien sind zentral für FAIR-Daten, automatisierte Workflows, KI-gestützte Werkstoffentwicklung und Wissensgraphen.

Verwandte Tags

Neue Inhalte

Simplifying Research Data-Management and Collaboration with DataCharge.io

Nebel, V. (Speaker)¹

MaterialDigital General Assembly 2025

Project DigitalModelling - Data Analysis and Synthesis

Jahnke, A. (Speaker)¹; Naumenko, K.¹; Trelles, E.G.²; Schweizer, C.²; Kohler, C.³; Huang, M.³; Nöhring, W.⁴

MaterialDigital General Assembly 2025

Towards an AI-Supported Semantic Data Infrastructure for Wire-Based Additive Manufacturing

Koschmieder, L. (Speaker)¹

MaterialDigital General Assembly 2025

Digitalization of material properties and processes related to graphene-based macro materials

Fuchs, F. (Speaker)¹; Teichert, F.¹; Hermannsdorfer, A.²; Niemann, L.²; Schulze, P.³; Wagner, T.³; Stoll, M.³; Köhne, M.²; Schuster, J.¹

MaterialsWeek 2025

Towards an Interoperable Digital Representation of Battery Materials and Battery Production

Beran, L. (Speaker)¹

FEMS EUROMAT 2023

Data Managment in a Collaborative Research Project

Goetz, S. (Speaker)¹; Bobbert, M.²; Zirngibl, C.¹; Einwag, J.-M.¹; Wartzack, S.¹

PMDco - Platform MaterialDigital Core Ontology

Bayerlein, B. (Speaker)¹; Birkholz, H.²; Grundmann, J.²; Hanke, T.³; Mädler, L.²; Sack, H.⁴; Schilling, M.⁵; Waitelonis, J.⁴; von Hartrott, P.³

FEMS EUROMAT 2023

Building Knowledge Graphs with the ELN Herbie

Kirchner, F. (Speaker)¹; Eschke, C.¹; Held, M.¹; Nafissi, A.¹; Mensah, A.¹

MaterialDigital General Assembly 2025

PolymerNexus - Polymer Knowledge Graphs: Workflow for Semantification of Polymer Datasets

Karanth, P. (Speaker)¹; Vogt, L.¹; Goegelein, C.²; Gross, T.³; Kheirandish, S.³

MaterialDigital General Assembly 2025

Mobilisierung der Nachhaltigkeit in der Kunststoff- und Recycling-Industrie mit CO2-Fußabdruckoptimierung von Verpackungskunststoffen durch Digitalisierung

Bjarsch, T. (Speaker)¹; Meyer, N.²

MaterialDigital General Assembly 2025

Beliebte Inhalte

An ontology-based data space concept for the digitalization of material life cycles and its application to the computer-aided development of Copper alloys

Weber, M. (Speaker)¹; Helm, D.¹; Nahshon, Y.¹; Toti, K.¹; Zierep, P.¹

Glass Database for Accelerated Glass Development

Chen, Y.-F. (Speaker)¹

MaterialsMine: Curation, Ontology, and Knowledge Graph for Discovery in Polymer NanoComposites

Brinson, L.C. (Speaker)¹

FEMS EUROMAT 2023

Simplifying Research Data-Management and Collaboration with DataCharge.io

Nebel, V. (Speaker)¹

MaterialDigital General Assembly 2025

On Developing NeXus/HDF5 Application Definitions for Interoperable Storage of Experimental Data

Kühbach, M. (Speaker)¹; Brockhauser, S.²

Towards Interoperable Materials Data Spaces – Linked Data Shapes to connect Applications and People

Stier, S. (Speaker)¹; Gold, L.¹; Popp, M.A.¹; Räder, A.¹

Using knowledge graphs and machine learning to predict the fatigue behavior of high strength steels

Fliegener, S. (Speaker)¹; Dominguez, J.M.¹; Francisco Morgado, J.¹; Kobialka, H.-U.²; Rosenberger, J.¹; Tlatlik, J.¹

FEMS EUROMAT 2023

Advancing Digital Transformation in Material Science: The Role of Workflows within the MaterialDigital Initiative

Schaarschmidt, J. (Speaker)¹; Bekemeier, S.²; Caldeira Rêgo, C.R.¹; Hickel, T.²; Neugebauer, J.³; Waseda, O.³; Wenzel, W.¹

MaterialsWeek 2025

Parametrierung und Automatisierung von Multiskalensimulationsketten für faserverstärkte Verbundwerkstoffe auf Grundlage strukturierter Materialcharakterisierungsdaten

Koerdel, M. (V)¹; Schneider, P.¹; Milicic Brandt, M.¹; Seidel, C.¹; Toffert, N.-A.¹; Hohe, J.²

Verbundwerkstoffe - 24. Symposium Verbundwerkstoffe und Werkstoffverbunde

Leveraging Knowledge Graphs for Extraction and Linkage of Information from Unstructured Data

Baghaee Ravari, S. (Speaker)¹; Hickle, T.²; Stricker, M.¹

Towards interoperability: Digital representation of a material specific characterization method

Bayerlein, B. (Speaker)¹

Data infrastructure approach for information interoperability for the use of AI in the context of the Smart Factory

Franke, M. (V)¹; Hribernik, K.A.¹; Thoben, K.-D.²; Wiechmann, M.²

International Conference on System-Integrated Intelligence - SysInt 2025

MSE-KG: A knowledge graph for materials science and engineering

Azocar Guzman, A. (Speaker)¹; Ihsan, A.Z.¹; Hofmann, V.¹; Waitelonis, J.²; Laadhar, A.³; Fliegl, H.²; Fritzen, F.³; Sack, H.²; Sandfeld, S.¹; Fathalla, S.¹; Norouzi, E.²

FEMS EUROMAT 2023

An ontological approach for classification of continuum and mesoscopic models

Huschle, T. (Speaker)¹; Helm, D.¹; Nahshon, Y.¹

Creating Comparable Data Structures for Diverse Research Fields – An Ontology-based Approach from Li-Ion Battery Research

Nebel, V. (Speaker)¹; Mutz, M.¹; Beran, L.²; Kraus, T.³

Project DigitalModelling - Data Analysis and Synthesis

Jahnke, A. (Speaker)¹; Naumenko, K.¹; Trelles, E.G.²; Schweizer, C.²; Kohler, C.³; Huang, M.³; Nöhring, W.⁴

MaterialDigital General Assembly 2025

Smart rubber extrusion for AI-based process control

Klie, B. (Speaker)¹

MaterialsWeek 2025

Towards an AI-Supported Semantic Data Infrastructure for Wire-Based Additive Manufacturing

Koschmieder, L. (Speaker)¹

MaterialDigital General Assembly 2025

Digital methods describing and predicting the fatigue behavior of high strength steels

Fliegener, S. (Speaker)¹; Domínguez, J.M.¹; Francisco Morgado, J.¹; Kobialka, H.-U.²; Rosenberger, J.¹; Tlatlik, J.¹

A Useful Reference Process for Scientific Publication: Heat Treatments, Tensile Tests, and Metallography Represented via Comprehensive Ontologies

Birkholz, H. (Speaker)¹; Jung, M.²; Gumbsch, P.²; Mädler, L.³

FEMS EUROMAT 2023

Digitalized semantic knowledge base for antimicrobial biomaterials

Chen, Y.-F. (Speaker)¹; Sierka, M.¹

8th BioMAT 2025 - Symposium on Biomaterials and Related Areas

Framework for Curation and Distribution of Reference Datasets on the Example of Creep Data of Ni-Base Superalloys

Avila, L. (Speaker)¹; Shakeel, Y.²; Hunke, S.³; Gedsun, A.⁴; Forti, M.⁵; Tsybenko, H.⁶; Hammerschmidt, T.⁵; Olbricht, J.¹; Aversa, R.²; Chmielowski, M.⁷; Stotzka, R.²; Bitzek, E.⁷; Hickel, T.¹; Skrotzki, B.¹

KupferDigital: An ontology-based data ecosystem

Eisenbart, M. (Speaker)¹; Brehm, S. (Speaker)²

MaterialsWeek 2025

OpenSemanticLab: Fullstack Semantic Technologies for Digital Material Labs

Stier, S. (Speaker)¹; Gold, L.¹; Popp, M.A.¹; Räder, A.¹; Scheuplein, L.¹

A conceptual framework for AI-driven production and predictive maintenance planning

Caballero, R. (V)¹; Engbers, H.¹; Luiz Schweitzer de Souza, N.²; Cristina Bremen, J.²; Falavigna Braghirolli, L.²; Morosini Frazzon, E.²; Retto Uhlmann, I.³; Eduardo Pereira, C.⁴; Freitag, M.⁵

International Conference on System-Integrated Intelligence - SysInt 2025

Platform MaterialDigital (PMD) approach for the integration and management of FAIR low cycle fatigue (LCF) testing data

Beygi Nasrabadi, H. (Speaker)¹; Eisenbart, M.²; Hanke, T.³; Skrotzki, B.¹

Digitalization of material properties and processes related to graphene-based macro materials

Fuchs, F. (Speaker)¹; Teichert, F.¹; Hermannsdorfer, A.²; Niemann, L.²; Schulze, P.³; Wagner, T.³; Stoll, M.³; Köhne, M.²; Schuster, J.¹

MaterialsWeek 2025

Managing FAIR Tribological Data Using a Generic Research Data Infrastructure

Brandt, N. (Speaker)¹; Garabedian, N.T.¹; Greiner, C.¹; Schoof, E.¹; Schreiber, P.J.¹; Selzer, M.¹; Zschumme, P.¹

The MSE Knowledge Graph: A central knowledge base of a decentralized data infrastructure

Hofmann, V. (Speaker)¹; Azocar Guzman, A.²; Fathalla, S.²; Zainul Ihsan, A.²; Norouzi, E.³; Waitelonis, J.³; Gedsun, A.⁴; Fliegl, H.³; Sandfeld, S.²; Sack, H.³

Keynote Lecture

Holistic Digitalization using ontologies in conjunction with a graph database

Ardey, S. (Speaker)¹

MaterialsWeek 2025

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