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Meeting MS&T25: Materials Science & Technology
Symposium Advances in Multiphysics Modeling and Multi-Modal Imaging of Functional Materials
Presentation Title Phase-Field Modeling Coupled with FFT-Based Crystal Plasticity for Recrystallization Dynamics Driven by Geometrically Necessary Dislocations in Gradient Grained Metals
Author(s) Lei Chen, Xinxin Yao, Hossein Abbasi
On-Site Speaker (Planned) Lei Chen
Abstract Scope Modeling of dislocation-induced plastic deformation recrystallization remains a significant challenge due to the high computational cost and complexity of slip systems. To address this, we developed an integrated approach that combines crystal plasticity (CP) with the phase-field method (PFM) to simulate the recrystallization process. Both the statistically stored dislocation (SSD) and geometrically necessary dislocation (GND) were incorporated into a fast Fourier transform-based (FFT) CP framework to calculate the stress and strain field. These results were then fed into PFM to model recrystallization dynamics and grain growth. Our approach successfully captures the effects of gradient-size and strain rate on the mechanical properties and dislocation distribution. A recrystallization case study demonstrates the approach’s capacity to simulate dislocation-induced plastic deformation. Validation against published stress-strain curves confirms the accuracy of our approach. This study highlights the critical role of GNDs in enhancing the mechanical property of gradient-grained metals.

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

Diffusion Under Variable Molar Volume: Continuum Theory and Phase-Field Modeling
From Centralized to Federated Learning of Neural Operators: Accuracy, Scalability, and Reliability
Interaction Between Terahertz Waves and Ferroelectric Materials: Analytical Model and Dynamic Phase-Field Simulations
Modeling the Impact of Stress and Roughness on Electrodeposition in All-Solid-State Batteries
Operator Learning Arising from Multiphysics Modeling
Operator Learning Neural Scaling and Distributed Applications
Phase-Field Modeling Coupled with FFT-Based Crystal Plasticity for Recrystallization Dynamics Driven by Geometrically Necessary Dislocations in Gradient Grained Metals
Phase-Field Modeling of Optical Properties in Ferroelectric Materials

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