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Bayesian optimization tutorial using Jupyter notebook
Tools | 11 Jun 2021 | Contributor(s):: Hieu Doan, Garvit Agarwal
Active learning via Bayesian optimization for materials discovery
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romdegradation: Physics-based, Reduced Order Degradation Model of Lithium-ion Batteries
Tools | 24 Jul 2020 | Contributor(s):: Aniruddha Jana, Surya Mitra Ayalasomayajula, Edwin Garcia
Physics-based, Reduced Order Degradation Model of Lithium-ion Batteries
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Battery Optimization
Tools | 27 Jul 2016 | Contributor(s):: Lefei Zhang, Guang Lin, Salar Safarkhani
Tool for modeling Porous Lithium-Ion Batteries for optimization and uncertainty quantification.
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Dualfoil.py: Porous Electrochemistry for Rechargeable Batteries
Tools | 22 Aug 2015 | Contributor(s):: Lucas Darby Robinson, R. Edwin García
Open Source Friendly Graphical User Interface for the classic dualfoil (Newman) model
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The Virtual Kinetics of Materials Laboratory
Tools | 09 Sep 2009 | Contributor(s):: Alex Bartol, Edwin Garcia, David R. Ely, Jon Guyer, Jarrod Lund, Surya Mitra Ayalasomayajula
web interface to develop, modify, and execute FiPy, Gibbs, and other python-based applications
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Virtual Kinetics of Materials Laboratory: Spinodal Decomposition 3D
Tools | 04 Aug 2008 | Contributor(s):: Michael Waters, R. Edwin Garcia, Alex Bartol
Simulates the Time-Dependent Segregation of Two Chemical Components
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Virtual Kinetics of Materials Laboratory : Spinodal Decomposition
Tools | 29 Jul 2008 | Contributor(s):: Michael Waters, Alex Bartol, Edwin Garcia
Applies the Classic Cahn-Hilliard Equation to Simulate the Chemical Segregation of Two Phases (2D)
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Virtual Kinetics of Materials Laboratory : Polycrystalline Growth and Coarsening
Tools | 29 Jul 2008 | Contributor(s):: Michael Waters, R. Edwin Garcia, Alex Bartol
Simulates Growth, Impingement, and Coarsening of a Two Dimensional Polycrystal
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Virtual Kinetics of Materials Laboratory: Dendritic Growth
Tools | 24 Jun 2008 | Contributor(s):: Michael Waters, R. Edwin Garcia, Alex Bartol
Simulates the Dendritic Solidification of a Single Spherical Nuclei