Datenmanagement

Digitalisierung in der Materialwissenschaft

Methoden in der Werkstoffkunde

Datenmanagement

Datenmanagement in den Material- und Werkstoffwissenschaften umfasst die strukturierte Erfassung, Speicherung und Auswertung experimenteller sowie simulationsbasierter Daten. Ziel ist es, Reproduzierbarkeit und Vergleichbarkeit zu erhöhen, die Forschung zu unterstützen und datengetriebene Entscheidungen zu erleichtern.

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Pyiron-based workflow to determine the parameters of material models

Farahani, E. (Speaker)¹; Cetin Haftaoglu, C.¹; Fedelich, B.¹; Lakshmipathy, T.¹

MaterialDigital General Assembly 2025

The Platform MaterialDigital Workflow Store - Sharing Scientific Workflows within the MSE community

Buldin, A. (Speaker)¹; Kryeziu, J.¹; Straumal, A.¹; Hickel, T.²; Wenzel, W.¹; Schaarschmidt, J.¹

Data Managment in a Collaborative Research Project

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

Kostenko, Y. (Speaker)¹; Schweizer, C.²

MaterialDigital General Assembly 2025

Verbesserung der Nutzbarkeit von Deep Learning Modellen zur Erkennung von Defekten in Li-Ionen Batterien

Bäuml, J. (V)¹; Bernthaler, T.¹; Fuchs, K.¹; Jansche, A.¹; Schneider, G.¹

59. Metallographie-Tagung 2025 - Materialographie

From Melt Pool to Data Lake: Smart Manufacturing, Digitalization and the High Pressure Die Casting Process

Lehmhus, D. (V)¹; Clausen, J.¹; Heuser, M.¹; Pille, C.¹; Schmidt, S.¹

International Conference on System-Integrated Intelligence - SysInt 2025

The role of ontologies and automation in the implementation of digitalization of test and simulation of materials

Reh, S. (Speaker)¹; Ardey, S.¹

MaterialsWeek 2025

Digital Transformation in Materials Science through Semantic Technologies and Knowledge Graphs

Schilling, M. (Speaker)¹; Bayerlein, B.¹; von Hartrott, P.²; Waitelonis, J.³; Birkholz, H.⁴; Skrotzki, B.¹

MaterialsWeek 2025

A Novel AI-Driven Framework for Uncovering Data Correlations to Advance Sustainable Materials Research

Jouanique, C. (Speaker)¹; Bräkling, A.¹; Egelhofer, M.¹; Thomas, S.¹

MaterialsWeek 2025

Beliebt

Chancen und Herausforderungen bei der Verschmelzung von Datenwissenschaft und Werkstoffwissenschaft

A. Prakash and S. Sandfeld (2018). Chances and Challenges in Fusing...

Data-driven characterization of microstructural, phase transformation and mechanical properties of bainitic steel

Gülbay, O. (Speaker)¹; Wang, J.¹; Ackermann, M.¹; Wesselmecking, S.¹; Krupp, U.¹

Implementation of an electronic laboratory notebook “eLabFTW” in experimental research works on materials science and engineering

Smaga, M. (Speaker)¹; Beck, T.¹; Jordan, O.¹; Regitz, E.¹

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

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

openBISmantic: Improving the interoperability of MSE (meta)data stored in the data management platform openBIS through semantic web technologies

El-Athman, R.¹; Antons, R. (Speaker)²; Valdestilhas, A.³; Rizkallah, M.⁴; Hanke, T.²; Muth, T.³

FEMS EUROMAT 2023

Pyiron-based workflow to determine the parameters of material models

Farahani, E. (Speaker)¹; Cetin Haftaoglu, C.¹; Fedelich, B.¹; Lakshmipathy, T.¹

MaterialDigital General Assembly 2025

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

Accelerating Development of Materials with Artificial Intelligence and Machine Learning

Musto, M. (Speaker)¹

Datenmanagement und Datenanalysen für additiv gefertigte Bauteile zur Bestimmung von Prozess-Struktur-Eigenschaftsbeziehungen

Feldhoff, K. (V)¹; Wiemer, H.¹

3. Fachtagung Werkstoffe und Additive Fertigung

DICE: NIMS data platform for Materials Science and Engineering

Kadohira, T. (Speaker)¹; Yoshikawa, H.¹; Fujima, J.¹; Matsuda, A.¹; Fujiwara, Y.¹; Minamoto, S.¹; Demura, M.¹

FEMS EUROMAT 2023

The Platform MaterialDigital Workflow Store - Sharing Scientific Workflows within the MSE community

Buldin, A. (Speaker)¹; Kryeziu, J.¹; Straumal, A.¹; Hickel, T.²; Wenzel, W.¹; Schaarschmidt, J.¹

From Melt Pool to Data Lake: Smart Manufacturing, Digitalization and the High Pressure Die Casting Process

Lehmhus, D. (V)¹; Clausen, J.¹; Heuser, M.¹; Pille, C.¹; Schmidt, S.¹

International Conference on System-Integrated Intelligence - SysInt 2025

Standards to Support Additive Manufacturing Quality Assurance

Seifi, M. (V)¹

3. Fachtagung Werkstoffe und Additive Fertigung

Data Managment in a Collaborative Research Project

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

Digital Transformation in Materials Science through Semantic Technologies and Knowledge Graphs

Schilling, M. (Speaker)¹; Bayerlein, B.¹; von Hartrott, P.²; Waitelonis, J.³; Birkholz, H.⁴; Skrotzki, B.¹

MaterialsWeek 2025

Development of a Material Properties Data Management Workflow: How to connect easily Experimental Characterization and Numerical Modelling?

MERCIER, D. (Speaker)¹; Di Stefano, D.¹; Stefani, N.¹; Steinbach, L.¹

The Dataspace Management System (DSMS): An end-user application for FAIR data handling and data enrichment in material science

Büschelberger, M. (Speaker)¹; Nahshon, Y.¹; Morand, L.¹; Wessel, A.¹; Helm, D.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

Domain-level ontology formulation based on the Platform Material Digital (PMD) ontology: case study Brinell hardness

Beygi Nasrabadi, H. (Speaker)¹; Chen, Y.¹; Hanke, T.²; Skrotzki, B.¹; von Hartrott, P.³

Verbesserung der Nutzbarkeit von Deep Learning Modellen zur Erkennung von Defekten in Li-Ionen Batterien

Bäuml, J. (V)¹; Bernthaler, T.¹; Fuchs, K.¹; Jansche, A.¹; Schneider, G.¹

59. Metallographie-Tagung 2025 - Materialographie

Harnessing the power of automation and machine learning with a modular material acceleration platform – an illustrating example

Popp, M.A. (Speaker)¹; Bandesha, S.T.¹; Stier, S.¹

Reproducible and automated structure-property relationships of bainitic steels

Ackermann, M. (Speaker)¹; Iren, D.²; Krupp, U.¹; Shetty, D.¹; Wesselmecking, S.¹

Invited Lecture

Accelerating materials discovery by combining high-throughput experimentation and materials informatics

Ludwig, A. (Speaker)¹

Conference on Artificial Intelligence in Materials Science and Engineering - AI MSE 2023

Interoperable CHADA: Digitalizing characterization data and protocols demonstrated on a nanoindentation application

Kumaraswamy, K. (Speaker)¹; Nahshon, Y.²; Mercier, D.³; Goldbeck, G.⁴; Del Nostro, P.⁴; Di Stefano, D.³; Ren, Y.³; Helm, D.²

Digital transformation in materials science: implementing NFDI-MatWerk solutions for collaborative research and data management

Tsybenko, H. (Speaker)¹; Menon, S.²; Guzmán, A.A.¹; Chen, F.³; Grünwald, K.⁴; Brinckmann, S.¹; Hickel, T.²; Dahmen, T.³; Hofmann, V.¹; Chmielowski, M.⁵; Mohrbacher, J.⁶; Schwaiger, R.¹

The ALPmat: A platform for accelerated materials design based on active learning

Spitaler, J. (Speaker)¹; Scheiber, D.¹; Bedoya-Martínez, N.¹; Schuscha, B.¹; Brandl, D.¹; Tran, H.²; Gursch, H.²; Romaner, L.³

A Novel AI-Driven Framework for Uncovering Data Correlations to Advance Sustainable Materials Research

Jouanique, C. (Speaker)¹; Bräkling, A.¹; Egelhofer, M.¹; Thomas, S.¹

MaterialsWeek 2025

Project DigitalModelling - Overview

Kostenko, Y. (Speaker)¹; Schweizer, C.²

MaterialDigital General Assembly 2025

The role of ontologies and automation in the implementation of digitalization of test and simulation of materials

Reh, S. (Speaker)¹; Ardey, S.¹

MaterialsWeek 2025

An additive manufacturing-oriented design approach: a hip joint case study

Manai, N. (Speaker)¹; Plocher, J. (Speaker)¹; Mercier, D.¹; Mohee, L.¹

FEMS EUROMAT 2023

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