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Katsuyo Thornton

University of Michigan
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L.H. and F.E. Van Vlack Professor of Materials Science & Engineering

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26
Name Owner Published PublishedTS Tags
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework Tracy Berman Feb 24, 2026 1771954049
Magnesium Recrystallization Phase-field Plasticity Mobility
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification David Montiel Feb 17, 2026 1771346526
Benchmark Phase-Field Solidification
Understanding the Effect of Sample Geometry on Temperature Distribution During Optical Floating Zone Crystal Growth in Vacuum Environment through Heat Transfer Modeling Eymana Maria Aug 2, 2025 1754155613
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries Vishwas Goel Feb 2, 2025 1738537235
Fast Charging Li-ion batteries Hybrid electrodes Porous electrode theory Newman model Modeling and simulations
Enhancing polycrystalline-microstructure reconstruction from X-ray diffraction microscopy with phase-field post-processing Zachary Croft Jun 17, 2024 1718656414
Phase Field polycrystalline reconstruction post-processing
Data and software for simulating hindered grain boundary diffusion using the smoothed boundary method Beck Andrews May 3, 2024 1714702110
Phase-Field Modeling of Stored-Energy-Driven Grain Growth Guanglong Huang May 2, 2024 1714631760
Phase-field model Stored-energy-driven grain growth Dislocation density Cyclic heat treatment
Verification and sensitivity analyses of phase field simulations of recrystallization spgentry@ucdavis.edu Apr 15, 2024 1713195160
Phase Field Model Recrystallization
Coarsening in 3D at 50% Volume Fraction with Dissimilar Mobilities Beck Andrews Apr 15, 2024 1713195156
Coarsening Phase Field Model 3-D Characterization Simulation
Simulating solid-state metathesis reactions using a phase-field model Guanglong Huang Apr 20, 2023 1681969894
Phase-field modeling Lagrange multipliers
Understanding the Effect of Electrochemical Properties and Microstructure on the Microgalvanic Corrosion of Mg Alloys via Phase-Field Simulations Vishwas Goel Apr 13, 2023 1681354493
Optimization of Laser-Patterned Electrode Architectures for Fast Charging of Li-ion Batteries Using Simulations Parameterized by Machine Learning Vishwas Goel Jan 27, 2023 1674778861
Simulating Microgalvanic Corrosion in Alloys Using the PRISMS Phase-Field Framework Vishwas Goel Jun 28, 2022 1656448369
PRISMS Corrosion Mg alloys Galvanic corrosion PRISMS-PF Phase-field
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing Jiwoong Kang May 10, 2022 1652212040
Simulation of the electrochemical impedance in a three-dimensional, complex microstructure of solid oxide fuel cell cathode and its application in the microstructure characterization Vishwas Goel May 25, 2021 1621958331
Electrochemical Impedance Spectroscopy (EIS) Tortuosity 3D Microstructure Adler-Lane-Steele Model Gerischer Impedance Solid Oxide Fuel Cells
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters Guanglong Huang Mar 13, 2021 1615673674
Machine learning Iterative method Optimization Heat transfer Parameterization Optical floating zone
Coarsening via Surface Diffusion with a Solubility-Permitting Model Beck Andrews Oct 9, 2020 1602249215
Coarsening of Complex Microstructures via Surface Diffusion Beck Andrews Sep 30, 2020 1601465485
Coarsening Phase Field Model 3-D Characterization Simulation
Coarsening in 3D at Volume Fractions 30%-36% Beck Andrews Sep 30, 2020 1601464373
Coarsening Phase Field Model 3-D Characterization Simulation
PRISMS-PF: A General Framework for Phase-Field Modeling with a Matrix-Free Finite Element Method Stephen Dewitt Feb 19, 2020 1582124319
Coarsening in 2D at 50% Volume Fraction with Dissimilar Mobilities Beck Andrews Jun 25, 2019 1561498259
Coarsening Phase Field Model Simulation
Coarsening in 3D at 50% Volume Fraction Beck Andrews Jun 7, 2019 1559941716
Coarsening Phase Field Model 3-D Characterization Simulation
Coarsening in 2D at 50% Volume Fraction Beck Andrews May 22, 2019 1558499183
Coarsening Phase Field Model Simulation
Coarsening of Particles with Bimodal Size Distribution, 2-D Phase Field Dataset Beck Andrews Nov 6, 2018 1541472535
Coarsening Phase Field Model Simulation
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Ellen Sitzmann May 22, 2017 1495483413
Simulated Morphology of a Pair of β''' Precipitates Stephen Dewitt Mar 15, 2017 1489605829
Papers

Papers associated with this author's datasets.

5
Title DOI Reference Datasets
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing — PHYSICAL REVIEW MATERIALS 5, L070401 (2021)
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Automated extraction of physical parameters from experimentally obtained thermal profiles using a machine learning approach — Huang, G., Zhang, M., Montiel, D., Soundararajan, P., Wang, Y., Denney, J. J., Corrao, A. A., Khalifah, P. G. and Thornton, K. Automated Extraction of Physical Parameters from Experimentally Obtained Thermal Profiles Using a Machine Learning Approach. Computational Materials Science 194, 110459, doi:10.1016/j.commatsci.2021.110459 (2021).
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Phase-field modeling of solid-state metathesis reactions with the charge neutrality constraint — Huang, G., Montiel, D., McAuliffe, R. D., Veith, G. M. and Thornton, K. Phase-Field Modeling of Solid-State Metathesis Reactions with the Charge Neutrality Constraint. Computational Materials Science 221, 112080, doi:https://doi.org/10.1016/j.commatsci.2023.112080 (2023).
Simulating solid-state metathesis reactions using a phase-field model
Phase-field modeling of stored-energy-driven grain growth with intra-granular variation in dislocation density — Guanglong Huang et al 2024 Modelling Simul. Mater. Sci. Eng. 32 045011
Phase-Field Modeling of Stored-Energy-Driven Grain Growth
The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries — Vishwas Goel, Kevin Masel, Kuan-Hung Cheng, Ammar Safdari, Neil P. Dasgupta, Katsuyo Thornton, The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries, Energy Storage Materials, 2025, 104053.
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries
Co-authors

People who appear with this author on published datasets.

67
Author Count Shared Datasets
W. Beck Andrews
9
Coarsening in 3D at 50% Volume Fraction with Dissimilar Mobilities Coarsening via Surface Diffusion with a Solubility-Permitting Model Coarsening of Complex Microstructures via Surface Diffusion Coarsening in 3D at Volume Fractions 30%-36% PRISMS-PF: A General Framework for Phase-Field Modeling with a Matrix-Free Finite Element Method Coarsening in 2D at 50% Volume Fraction with Dissimilar Mobilities Coarsening in 3D at 50% Volume Fraction Coarsening in 2D at 50% Volume Fraction Coarsening of Particles with Bimodal Size Distribution, 2-D Phase Field Dataset
David Montiel MC
8
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification Simulating solid-state metathesis reactions using a phase-field model Understanding the Effect of Electrochemical Properties and Microstructure on the Microgalvanic Corrosion of Mg Alloys via Phase-Field Simulations Simulating Microgalvanic Corrosion in Alloys Using the PRISMS Phase-Field Framework Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters PRISMS-PF: A General Framework for Phase-Field Modeling with a Matrix-Free Finite Element Method
Vishwas Goel MC
5
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries Understanding the Effect of Electrochemical Properties and Microstructure on the Microgalvanic Corrosion of Mg Alloys via Phase-Field Simulations Optimization of Laser-Patterned Electrode Architectures for Fast Charging of Li-ion Batteries Using Simulations Parameterized by Machine Learning Simulating Microgalvanic Corrosion in Alloys Using the PRISMS Phase-Field Framework Simulation of the electrochemical impedance in a three-dimensional, complex microstructure of solid oxide fuel cell cathode and its application in the microstructure characterization
Guanglong Huang MC
4
Phase-Field Modeling of Stored-Energy-Driven Grain Growth Simulating solid-state metathesis reactions using a phase-field model Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Stephen DeWitt
4
Simulating Microgalvanic Corrosion in Alloys Using the PRISMS Phase-Field Framework PRISMS-PF: A General Framework for Phase-Field Modeling with a Matrix-Free Finite Element Method Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
John Allison MC
3
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Kate Elder MC
3
Coarsening of Complex Microstructures via Surface Diffusion Coarsening in 3D at Volume Fractions 30%-36% Coarsening in 3D at 50% Volume Fraction
Peter Voorhees
3
Coarsening of Complex Microstructures via Surface Diffusion Coarsening in 3D at Volume Fractions 30%-36% Coarsening in 3D at 50% Volume Fraction
Shiva Rudraraju MC
3
PRISMS-PF: A General Framework for Phase-Field Modeling with a Matrix-Free Finite Element Method Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Yusu Wang
2
Understanding the Effect of Sample Geometry on Temperature Distribution During Optical Floating Zone Crystal Growth in Vacuum Environment through Heat Transfer Modeling Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Kuan-Hung Chen
2
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries Optimization of Laser-Patterned Electrode Architectures for Fast Charging of Li-ion Batteries Using Simulations Parameterized by Machine Learning
Neil P. Dasgupta
2
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries Optimization of Laser-Patterned Electrode Architectures for Fast Charging of Li-ion Batteries Using Simulations Parameterized by Machine Learning
Zachary Croft MC
2
Enhancing polycrystalline-microstructure reconstruction from X-ray diffraction microscopy with phase-field post-processing Phase-Field Modeling of Stored-Energy-Driven Grain Growth
Marcel Chlupsa MC
2
Enhancing polycrystalline-microstructure reconstruction from X-ray diffraction microscopy with phase-field post-processing Phase-Field Modeling of Stored-Energy-Driven Grain Growth
Ashwin Shahani
2
Enhancing polycrystalline-microstructure reconstruction from X-ray diffraction microscopy with phase-field post-processing Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Ellen Solomon
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Vicente Araullo-Peters MC
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Larry Aagesen MC
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Brian Puchala MC
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Emmanuelle Marquis MC
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Anton van der Ven
2
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys Simulated Morphology of a Pair of β''' Precipitates
Philip Staublin MC
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Supriyo Chakraborty MC
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Tracy Berman MC
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Chaitali Patil
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Michael Pilipchuk MC
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Veera Sundararaghavan MC
1
Understanding the kinetics of static recrystallization in Mg-Zn-Ca alloys using an integrated PRISMS simulation framework
Jiefu Tian MC
1
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification
Trevor Lyons
1
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification
Jason Landini MC
1
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification
Kaihua Ji
1
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification
Alain Karma
1
Benchmarking of Massively Parallel Phase-Field Codes for Directional Solidification
Eymana Maria MC
1
Understanding the Effect of Sample Geometry on Temperature Distribution During Optical Floating Zone Crystal Growth in Vacuum Environment through Heat Transfer Modeling
Jonathan J. Denney
1
Understanding the Effect of Sample Geometry on Temperature Distribution During Optical Floating Zone Crystal Growth in Vacuum Environment through Heat Transfer Modeling
Peter G. Khalifah
1
Understanding the Effect of Sample Geometry on Temperature Distribution During Optical Floating Zone Crystal Growth in Vacuum Environment through Heat Transfer Modeling
Kevin Masel
1
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries
Ammar Safdari
1
Dataset: The origin of the superior fast-charging performance of hybrid graphite/hard carbon anodes for Li-ion batteries
Erik Hanson
1
Data and software for simulating hindered grain boundary diffusion using the smoothed boundary method
Beck Andrews MC
1
Data and software for simulating hindered grain boundary diffusion using the smoothed boundary method
Max Powers
1
Data and software for simulating hindered grain boundary diffusion using the smoothed boundary method
Kaila Jenkins
1
Data and software for simulating hindered grain boundary diffusion using the smoothed boundary method
Alexander Mensah
1
Phase-Field Modeling of Stored-Energy-Driven Grain Growth
Liang Qi MC
1
Phase-Field Modeling of Stored-Energy-Driven Grain Growth
Ashwin J. Shahani
1
Phase-Field Modeling of Stored-Energy-Driven Grain Growth
Susan P. Gentry
1
Verification and sensitivity analyses of phase field simulations of recrystallization
Rebecca D. McAuliffe
1
Simulating solid-state metathesis reactions using a phase-field model
Gabriel M. Veith
1
Simulating solid-state metathesis reactions using a phase-field model
Yanjun Lyu
1
Simulating Microgalvanic Corrosion in Alloys Using the PRISMS Phase-Field Framework
Jiwoong Kang MC
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Matthew Higgins MC
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Ning Lu
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Yufeng Shen
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Phil Staublin
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Jun-Sang Park
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Jonathan Almer
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Peter Kenesei
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Paul Sanders
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Robert Suter
1
Anomalous strain-energy-driven macroscale translation of grains during nonisothermal annealing
Dalton Cox
1
Simulation of the electrochemical impedance in a three-dimensional, complex microstructure of solid oxide fuel cell cathode and its application in the microstructure characterization
Scott A. Barnett
1
Simulation of the electrochemical impedance in a three-dimensional, complex microstructure of solid oxide fuel cell cathode and its application in the microstructure characterization
Mojue Zhang
1
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Praveen Soundararajan
1
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Jonathan Denney
1
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Adam Corrao
1
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Peter Khalifah
1
Automated iterative refinement of uncertain parameters in an optical floating zone experiment and temperatures obtained using optimized parameters
Anirudh Natarajan
1
Misfit-Driven B''' Precipitate Composition and Morphology in Mg-Nd Alloys
Anirudh Raju Natarajan MC
1
Simulated Morphology of a Pair of β''' Precipitates