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4 results

Papers 38

An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials
2023 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access

97

citations
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior
2022 Archives of Computational Methods in Engineering article Engineering Composite Material Mechanics Open access

77

citations
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior
2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access

74

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
Direction-dependent fracture in solids: Atomistically calibrated phase-field and cohesive zone model
2020 Journal of the Mechanics and Physics of Solids article Engineering Numerical methods in engineering

59

citations
Comparative modeling of the disregistry and Peierls stress for dissociated edge and screw dislocations in Al
2020 International Journal of Plasticity article Materials Science Microstructure and mechanical properties Open access

55

citations
The hidden structure dependence of the chemical life of dislocations
2021 Science Advances article Materials Science Microstructure and mechanical properties Open access

53

citations
Chemo-mechanical phase-field modeling of iron oxide reduction with hydrogen
2022 Acta Materialia article Engineering Iron and Steelmaking Processes

49

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
Investigation of vacancy trapping by solutes during quenching in aluminum alloys
2023 Acta Materialia article Engineering Aluminum Alloy Microstructure Properties

33

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
Heterogeneous phase deformation in a dual-phase tungsten alloy mediated by the tungsten/matrix interface: Insights from compression experiments and crystal plasticity modeling
2024 International Journal of Plasticity article Materials Science Microstructure and mechanical properties

27

citations
Efficient two-scale FE-FFT-based mechanical process simulation of elasto-viscoplastic polycrystals at finite strains
2020 Computer Methods in Applied Mechanics and Engineering article Materials Science Microstructure and mechanical properties

26

citations
A nonlocal method for modeling interfaces: Numerical simulation of decohesion and sliding at grain boundaries
2020 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering

20

citations
Segregation of Solutes at Dislocations: A New Alloy Design Parameter for Advanced Superalloys
2020 The minerals, metals & materials series book-chapter Engineering High Temperature Alloys and Creep

15

citations
Phase-Field Modeling of Chemoelastic Binodal/Spinodal Relations and Solute Segregation to Defects in Binary Alloys
2021 Materials article Materials Science Solidification and crystal growth phenomena Open access

14

citations
Combined modeling and experimental characterization of Mn segregation and spinodal decomposition along dislocation lines in Fe–Mn alloys
2023 Acta Materialia article Materials Science Microstructure and mechanical properties

12

citations
Effect of Twin Boundary Motion and Dislocation-Twin Interaction on Mechanical Behavior in Fcc Metals
2020 Materials article Materials Science Microstructure and mechanical properties Open access

12

citations
A geometrically adapted reduced set of frequencies for a FFT-based microstructure simulation
2021 Computer Methods in Applied Mechanics and Engineering article Engineering Composite Material Mechanics Open access

8

citations
Two‐scale FE‐FFT‐based thermo‐mechanically coupled modeling of elasto‐viscoplastic polycrystalline materials at finite strains
2023 PAMM article Engineering Composite Material Mechanics Open access

7

citations