Visualization Dashboard for MPCAs
09 Mar 2022 | Tools | Contributor(s): Juan Carlos Verduzco Gastelum, Zachary D McClure, Alejandro Strachan
Sim2L Visualization Dashboard for Multi-Principal Component Allloys
Refractory Complex Concentrated Alloy Melting Point Calculation
28 May 2020 | Tools | Contributor(s): Zachary D McClure, Saaketh Desai, Alejandro Strachan
Calculate melting point of BCC-type high entropy alloys through phase coexistence method
Querying Data Repositories
03 Apr 2020 | Tools | Contributor(s): Zachary D McClure, Alejandro Strachan
Query database repositories using Python based APIs and tips for managing data
Pilling-Bedworth Ratio Calculator
15 Apr 2022 | Tools | Contributor(s): Zachary D McClure, Alejandro Strachan
Query unit cell structures from the Materials Project and calculate Pilling-Bedworth Ratio between metal and oxides
Module 3: Materials Descriptors for Data Science
27 Jan 2021 | Online Presentations | Contributor(s): Alejandro Strachan, Juan Carlos Verduzco Gastelum, Zachary D McClure
This module focuses on the use of descriptors to improve the description of materials in machine learning. Augmenting input parameters with appropriate descriptors (a process sometimes called featurization) can often significantly improve the accuracy of predictive models. Ideal descriptors are...
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