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Institute for Advanced Simulation (IAS)

Materials Data Science and Informatics (IAS-9)

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        • See Overview Research

          • Materials Theory, Modeling and Simulation
            • ▾Dislocation Plasticity Modelling
            • ▾Contact and Friction Mechanics
            • ▾Dislocation Behavior in Semiconductors
            • ▾Microstructure Evolution in Solid Solution Strengthened Nickel Alloy under Thermomechanical Loading
            • ▾Modeling Fracture in the High and Very High-Cycle Fatigue Range
            • ▾Modeling Nanoindentation
          • Data Analysis and Machine Learning
            • ▾Materials Data Science
            • ▾Data Mining for collecting previously unavailable information
          • Concepts and Tools for Research Data Management
            • ▾Software Development
            • ▾FAIR data interoperability, Ontology & Knowledge Graph Development
            • ▾Outreach & Community Interaction
          • Collaborations
            • ▾Helmholtz Association
            • ▾National Collaborations
            • ▾International Collaborations
          • Publications
            • ▾Journal Articles
            • ▾Book Chapters
            • ▾Conference Proceedings and Other Publications
        • See Overview Teaching

          • Introduction to Data Mining and Machine Learning
            • Materials Data Science and Informatics
              • From Molecular to Continuum Physics I
              • See Overview Career

                • See Overview Contact

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                  Research

                  main thematic areas

                  a

                  Materials Theory, Modeling and Simulation

                  a

                  Data Analysis and Machine Learning

                  a

                  Concepts and Tools for Research Data Management

                  Labs

                  a

                  Electron Microscopy Simulation and Data Science Lab

                  a

                  Helmholtz Metadata Collaboration - Hub Information

                  Research Topics

                  Modeling Fracture in the High and Very High-Cycle Fatigue Range

                  Materials Data Science

                  Software Development

                  Dislocation Behavior in Semiconductors

                  Data Mining for collecting previously unavailable information

                  FAIR data interoperability, Ontology & Knowledge Graph Development

                  Modeling Nanoindentation

                  Contact and Friction Mechanics

                  Outreach & Community Interaction

                  Dislocation Plasticity Modelling

                  Microstructure Evolution in Solid Solution Strengthened Nickel Alloy under Thermomechanical Loading

                  a

                  Collaborations

                  National and International Collaborations of the IAS-9

                  More
                  a

                  Publications

                  Publications of the IAS-9

                  More
                  Last Modified: 07.11.2022
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