Pinned Repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Bachelor
band-structure
Simple band structure computation for Bravais-lattice materials in Python.
CoarseGrainSites
Library is designed to course grain sites involved in charge transport simulations where needed. Primary motivation for this library is to reduce the number of unnecessary compute cycles.
convlmd
dplyr
dplyr: A grammar of data manipulation
grains
Metallic and ceramic grain analysis made easy.
kanji_train_set_prep
A set of scripts to prepare training sets for NN training
learn-citrination
Training materials
matminer
data mining for Materials Science
georgijsbakradze's Repositories
georgijsbakradze/Bachelor
georgijsbakradze/pycalphad
CALPHAD tools for designing thermodynamic models, calculating phase diagrams and investigating phase equilibria.
georgijsbakradze/CoarseGrainSites
Library is designed to course grain sites involved in charge transport simulations where needed. Primary motivation for this library is to reduce the number of unnecessary compute cycles.
georgijsbakradze/matminer
data mining for Materials Science
georgijsbakradze/pyGAPS
A framework for processing adsorption data and isotherm fitting
georgijsbakradze/learn-citrination
Training materials
georgijsbakradze/Multiscale-KMC
Kinetic Monte Carlo with multiple time scales and sensitivity analysis
georgijsbakradze/dplyr
dplyr: A grammar of data manipulation
georgijsbakradze/grains
Metallic and ceramic grain analysis made easy.
georgijsbakradze/tufte-css
Style your webpage like Edward Tufte’s handouts.
georgijsbakradze/convlmd
georgijsbakradze/kanji_train_set_prep
A set of scripts to prepare training sets for NN training
georgijsbakradze/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
georgijsbakradze/XRD
X-ray diffraction calculations
georgijsbakradze/mcpm
mcpm: python implementation of the modified Potts model for grain growth developed in Mason, J. K., et al. "Kinetics and anisotropy of the Monte Carlo model of grain growth." Acta Materialia 82 (2015): 155-166.
georgijsbakradze/slicer
A rudimentary STL slicer
georgijsbakradze/tofet
ToFeT is a kinetic Monte Carlo model that predicts macroscopic electronic properties of molecular films from molecule-molecule quantum interactions
georgijsbakradze/band-structure
Simple band structure computation for Bravais-lattice materials in Python.
georgijsbakradze/pymisori
Quaternion method for crystallographic misorientation calculation in python (C++ with cython!)
georgijsbakradze/spparks-demo
A tutorial on getting started using SPPARKS for microstructural science.