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Meeting 2026 TMS Annual Meeting & Exhibition
Symposium Fundamental Science of Microstructural Evolution and Phase Transformations: An MPMD/FMD/SMD Symposium in Honor of Peter Voorhees
Presentation Title Applications of Phase-field Method to Microstructural Evolution Problems in Semiconductor Devices for Integrated Circuits
Author(s) Dongmyung Jung, Jinwoo Oh, Hyesu Gim, Muhammad Hassaan Ali, Hwanwook Lee, Daeun Choi, Yongwoo Kwon
On-Site Speaker (Planned) Yongwoo Kwon
Abstract Scope The phase-field method (PFM) is a robust mesoscale computational framework for simulating microstructural evolution in materials such as solidification, phase separation, grain growth, and related processes. We have applied the PFM to study the formation of thin-film microstructures during processing and the device-level behaviors of emerging memory devices. For thin-film microstructures, our model numerically solves a set of differential equations describing gas transport, amorphous film formation, crystallization, and grain growth with stochastic nucleation, all implemented in our in-house C++ code. For memory device simulations, macroscale electro-thermal and mesoscale phase-field equations are solved in a fully coupled manner using COMSOL Multiphysics. This presentation will provide a comprehensive overview of the developed modeling approaches, along with our recent achievements.
Proceedings Inclusion? Planned:
Keywords Modeling and Simulation, Thin Films and Interfaces, Electronic Materials

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A phase field crystal model of positive definite density to capture vacancy diffusion
Advancing lab-based 3D grain mapping of polycrystalline materials: overview of recent developments of data acquisition, reconstruction and analysis.
All Molar Gibbs Free Energies Are Chemical Potentials
Applications of Phase-field Method to Microstructural Evolution Problems in Semiconductor Devices for Integrated Circuits
Automated 3D microstructural characterization toward microstructure as a state estimator for navigable materials design
Benchmark Problems for Phase Field Models
CH-PFC Simulation of Spinodal Decomposition in Binary Alloys
Coarsening of Complex Microstructures
Combining 3D Multiscale Experimental Movies and Simulations to Understand the Origin of Metal Plasticity
Computationally Optimized Defactancy: the use of Solute Segregation Spectra to Offset Defect Energies
Controlling Solidification on Earth and in Space
Coupling mechanics to phase field models
Defect Nucleation and Melting in Phase Field Crystal Models
Device-level Simulation of Resistance-based Memory by Integrating Electrothermal and Phase-field Models with Multiphysics Software
Effect of Ag on the precipitation stability in Al-Mg-Si-Ag alloy: First-principles calculations, Calphad modeling and experimental validation
Elastic-Energy Driven Mesocrystal Formation via Spinodal Decomposition and Its Coarsening Behavior
Evolution of Cu Precipitates and Its Impact on the Mechanical Behavior of Low-Carbon Steels
Experimentally Inspired, Theoretically Enabled Understanding of Dynamic Thermal Environments in Battery Systems
Failure Mode Modification in Additively Manufactured Materials: New Insights from 3D Multimodal Data
First and Second Order Magnetic Phase Transitions Tuning in La(Fe,Z,Si)13 Magnetocaloric Alloys
Genomic Materials Design: Harnessing Diffusional Transformations
Improving the Performance of Quantitative Phase-Field Models for Concentrated Alloys
In-situ Characterization of Grain Growth in Fine-Grained Alumina Using Scanning Three-Dimensional X-ray Diffraction
Materials Morphology in Motion: Navigating Materials Kinetics with Synchrotron X-ray Characterization in Complex Environments
Microstructure development during laser melting and resolidification: An experimentally validated simulation study
Misorientations and subgrains formation in solidification: A remaining unclear question
Multi-Scale Analysis of Grain Orientations and Defect Evolution in Rapid Solidification
Ostwald Ripening: Lifshitz-Slyozov (LS) non-linear kinetic equations for describing phase separation in different two-phase nickel-based alloys
Phase-field and Mean-field modeling of phase transformations in additively manufactured IN738LC Ni-based superalloy
Phase-field modeling of microstructure evolution driven by strongly anisotropic interfaces
Phase-field Modeling of Polycrystalline Microstructure Formation and Evolution in Nanoelectronic Thin Film Processing
Phase-field modeling of solidification microstructures under additive manufacturing conditions
Phase-field modeling of the electric field assisted sintering process
Principles for phase transformations and microstructural evolution
Shear- and Diffusion-Induced Transformation for Toughening and Work Hardening in Ceramics Composites
Solidification Path of a Nickel-Based Superalloy Produced by Laser Powder Bed Fusion and its Role on Hot Cracks
The triple junction line orientation distribution in polycrystals
Tracking and predicting grain evolution with graphs
Understanding Dealloying and Coarsening of Ni-20Cr in a Molten Salt Environment through the Comparison of Phase-Field Simulations to 4-D Experiments
Validating microstructure evolution models using 3D characterization

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