DREAM.3D: A Digital Representation Environment for the Analysis of Microstructure in 3D

• Linking three-dimensional microstructure and nanoindentation hardness using machine learning

  2026 Communications Materials article Materials Science Machine Learning in Materials Science Open access

  0

  citations
• Fuel Cells – Solid Oxide Fuel Cell | Modeling

  2024 Elsevier eBooks reference-entry Materials Science Advancements in Solid Oxide Fuel Cells

  0

  citations
• DRAGen – A deep learning supported RVE generator framework for complex microstructure models

  2023 Heliyon article Engineering Composite Material Mechanics Open access cited by 1 patent

  32

  citations
• Machine learning-based identification of interpretable process-structure linkages in metal additive manufacturing

  2023 Additive manufacturing article Engineering Additive Manufacturing Materials and Processes

  40

  citations
• Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network

  2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access

  9

  citations
• The anisotropic grain size effect on the mechanical response of polycrystals: The role of columnar grain morphology in additively manufactured metals

  2022 RWTH Publications (RWTH Aachen) article Materials Science Microstructure and mechanical properties Open access

  1

  citations
• Analysis of ESAFORM 2021 cup drawing benchmark of an Al alloy, critical factors for accuracy and efficiency of FE simulations

  2022 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access

  70

  citations
• Microstructure-property relationships in HPDC Aural-2 alloy: Experimental and CP modeling approaches

  2022 Materials Science and Engineering A article Engineering Aluminum Alloy Microstructure Properties cited by 1 patent

  20

  citations
• OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations

  2021 SoftwareX software-paper Materials Science Microstructure and mechanical properties Open access

  13

  citations
• The microstructural effects on the mechanical response of polycrystals: A comparative experimental-numerical study on conventionally and additively manufactured metallic materials

  2021 International Journal of Plasticity article Materials Science Microstructure and mechanical properties

  53

  citations
• Optimal Design for Metal Additive Manufacturing: An Integrated Computational Materials Engineering (ICME) Approach

  2020 JOM article Engineering Additive Manufacturing Materials and Processes Open access

  69

  citations
• Phase-Field Method for Solid-State Phase Transformations

  2020 Springer eBooks book-chapter Materials Science Solidification and crystal growth phenomena

  1

  citations

12 results