Phase-Field Models for Microstructure Evolution

• Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys

  2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access

  1

  citations
• Coupling approaches in chemo-mechanical multiphase-field models

  2025 International Journal of Mechanical Sciences article Materials Science Solidification and crystal growth phenomena Open access

  4

  citations
• Automatic Detection of Dendritic Microstructure Using Computer Vision Deep Learning Models Trained with Phase Field Simulations

  2025 Integrating materials and manufacturing innovation article Materials Science Solidification and crystal growth phenomena Open access

  7

  citations
• Chemo-mechanical benchmark for phase-field approaches

  2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Solidification and crystal growth phenomena Open access

  8

  citations
• A data-driven strategy for phase field nucleation modeling

  2024 npj Materials Degradation article Materials Science Machine Learning in Materials Science Open access

  6

  citations
• Predicting residual stresses in SLM additive manufacturing using a phase-field thermomechanical modeling framework

  2023 Computational Materials Science article Engineering Additive Manufacturing Materials and Processes

  23

  citations
• Machine-learning-based surrogate modeling of microstructure evolution using phase-field

  2022 Computational Materials Science article Materials Science Machine Learning in Materials Science

  62

  citations
• Modeling and simulation of microstructure in metallic systems based on multi-physics approaches

  2022 npj Computational Materials article Materials Science Microstructure and mechanical properties Open access

  37

  citations
• Residual stresses in gas tungsten arc welding: a novel phase-field thermo-elastoplasticity modeling and parameter treatment framework

  2021 Computational Mechanics article Engineering Welding Techniques and Residual Stresses Open access

  23

  citations
• Experimental study and numerical modeling of the thermo-hydro-mechanical processes in soil freezing with different frost penetration directions

  2021 Acta Geotechnica article Engineering Soil and Unsaturated Flow Open access

  85

  citations
• A unified water/ice kinematics approach for phase-field thermo-hydro-mechanical modeling of frost action in porous media

  2020 Computer Methods in Applied Mechanics and Engineering article Materials Science Solidification and crystal growth phenomena

  61

  citations
• Calphad coupled phase-field model with mechano-chemical contributions and its application to rafting of γ’ in CMSX-4

  2020 Computational Materials Science article Materials Science Solidification and crystal growth phenomena

  37

  citations
• Comparing mesoscopic models for dendritic growth

  2020 IOP Conference Series Materials Science and Engineering conference-paper Materials Science Solidification and crystal growth phenomena Open access

  11

  citations
• Multi-component chemo-mechanics based on transport relations for the chemical potential

  2020 Computer Methods in Applied Mechanics and Engineering article Materials Science Solidification and crystal growth phenomena Open access

  29

  citations
• Simulation of the Evolutions in Real Microstructure of Material under Thermal Cycle with High Thermal Gradients

  2020 Procedia CIRP article Materials Science Solidification and crystal growth phenomena Open access

  6

  citations

15 results