-
MIT Atomic-Scale Modeling Toolkit
Tools | 15 Jan 2008 | Contributor(s):: David A Strubbe, Enrique Guerrero, daniel richards, Elif Ertekin, Jeffrey C Grossman, Justin Riley
Tools for Atomic-Scale Modeling
-
Linear Regression Young's modulus
Tools | 16 Sep 2020 | Contributor(s):: Michael N Sakano, Saaketh Desai, Alejandro Strachan
Use linear regression to extract Young's modulus and yield stress from stress-strain data
-
Illustrative Mathematical Concepts
Tools | 05 Jun 2020 | Contributor(s):: Hae Ji Kwon, Mike Jovanovich, David R. Ely
Illustrates mathematical concepts and their applications
-
Interactive Learning Tools for Scientific Computing and Data Analysis Using R
Tools | 08 Jun 2020 | Contributor(s):: Cindy Nguyen, Rei Sanchez-Arias
Root-finding methods and numerical optimization techniques with applications in science, engineering, and data analysis
-
Data Analysis of Normal Data Sets in Engineering
Tools | 04 Jun 2020 | Contributor(s):: Joseph Joshua Williams, Nancy Ruzycki
Statistical and data analysis concepts in engineering
-
Matlab Data Analysis Using Jupyter Notebooks
Tools | 21 Jul 2020 | Contributor(s):: Jon Nykiel, Anna Leichty, Zachary D McClure, Alejandro Strachan, Aileen Ryan, Adrian Nat Gentry, Amanda Johnston, Tamara Jo Moore, Allen Garner, Peter Bermel
Use Jupyter Notebooks with a Matlab kernel running in the background for data analysis and intro to engineering homework problems
-
Machine Learning Lab Module
Tools | 27 Feb 2020 | Contributor(s):: BENJAMIN AFFLERBACH, Rundong Jiang, Josh Tappan, DANE MORGAN
A lab activity for introduction to machine learning in materials science
-
Henry Coefficient Simulator
Tools | 21 Oct 2019 | Contributor(s):: Julian C Umeh, Thomas A Manz
Calculate Henry's constant of several sites on a nanoporous material
-
Gibbs Adsorption Simulator
Tools | 23 Sep 2019 | Contributor(s):: Julian C Umeh, Thomas A Manz
Simulates the adsorption of gases using Gibbs ensemble
-
Adsorption Energy Calculator
Tools | 18 Aug 2019 | Contributor(s):: Julian C Umeh, Thomas A Manz
Calculate the total energy of adsorbates as they move around a metal organic framework
-
Crystal Viewer Lab (New Interactive Front End)
Tools | 12 Aug 2019 | Contributor(s):: Daniel F Mejia, Gerhard Klimeck, Yuanchen Chu
Visualize and interact with various Crystalline Materials and all Bravais Lattices
-
Void Fraction Calculator
Tools | 13 Jul 2019 | Contributor(s):: Julian C Umeh, Thomas A Manz
Calculates the void fraction (pore volume) of nano-porous materials
-
Gas Adsorption Calculator
Tools | 07 Mar 2019 | Contributor(s):: Julian C Umeh, Thomas A Manz
Simulates gas adsorption onto metal organic frameworks
-
PRISMS-PF: Equilibrium Shape for a Misfitting Precipitate
Tools | 06 Nov 2018 | Contributor(s):: Stephen DeWitt, Nicole Shuman, Susan P Gentry
Use the phase field method to determine the equilibrium shape of precipitate with misfit strain relative to the matrix.
-
Gas Diffusion Coefficient in Metal Organic Frameworks
Tools | 22 Feb 2019 | Contributor(s):: Julian Chinonso Umeh, Thomas A Manz
Calculates gas self diffusion coefficient in metal organic frameworks
-
Solidification Simulation of Pure Metal in Semi-Infinite Mold
Tools | 12 Oct 2017 | Contributor(s):: Michael S Titus, Justin Cooper, Dongsheng Wen
Simulate the solidification of various pure metals in various mold materials. Adjust mold and metal properties.
-
Machine Learning for Materials Science: Part 1
Tools | 08 Jan 2019 | Contributor(s):: Juan Carlos Verduzco Gastelum, Alejandro Strachan, Saaketh Desai
Machine learning and data science tools applied to materials science
-
TensorFlow Tutorials
Tools | 28 Sep 2018 | Contributor(s):: Juan Carlos Verduzco Gastelum, Saaketh Desai, Alejandro Strachan
Ready-to-run Jupyter notebooks for machine learning using Tensorflow and Keras
-
Surface Evolver GUI
Tools | 20 Jun 2018 | Contributor(s):: Kevin K Ngo, Lucas Darby Robinson, John Blendell, R. Edwin Garcia
A GUI for the Surface Evolver to simulate polycrystalline grain growth in thin films.
-
1D finite element analysis ME 323
Tools | 19 Mar 2018 | Contributor(s):: Peter Kolis, Marisol Koslowski
Mechanics of Materials using Jupyter Notebooks