Kaaiian
Ph.D. Materials Science and Engineering, University of Utah. Application of machine learning and data science to materials data.
University Of Utah
Pinned Repositories
can_machine_learning_find_extraordinary_materials
Complimentary code for publication "Can machine learning find extraordinary materials?"
CBFV
Tool to quickly create a composition-based feature vector
CrabNet
Predict materials properties using only the composition information!
dataviscourse-pr-visualize_material_informatics
CS 6660 project
Houston_ML_in_MSE_workshop
Code to help you get started using machine learning in materials science
ML_figures
Place to store my code for pretty figures :D
MRS_open_data_challenge_submission
submission for MRS open data challenge
mse_machine_learning_workshop
python_tutorials
Basics for common tasks encountered in scientific programming
UCSB_sklearn_workshop
A repository of code and data for the USCB sklearn workshop on February 7th & 8th, 2019
Kaaiian's Repositories
Kaaiian/CBFV
Tool to quickly create a composition-based feature vector
Kaaiian/Houston_ML_in_MSE_workshop
Code to help you get started using machine learning in materials science
Kaaiian/mse_machine_learning_workshop
Kaaiian/MRS_open_data_challenge_submission
submission for MRS open data challenge
Kaaiian/can_machine_learning_find_extraordinary_materials
Complimentary code for publication "Can machine learning find extraordinary materials?"
Kaaiian/CrabNet
Predict materials properties using only the composition information!
Kaaiian/ML_figures
Place to store my code for pretty figures :D
Kaaiian/mse_datasets
A repository with data for various materials properties. Data and/or references are provided. Scripts for processing the data are provided
Kaaiian/BestPractices
Things that you should (and should not) do in your Materials Informatics research.
Kaaiian/dataviscourse-pr-visualize_material_informatics
CS 6660 project
Kaaiian/KingCrabNet
A bigger crabnet
Kaaiian/python_tutorials
Basics for common tasks encountered in scientific programming
Kaaiian/UCSB_sklearn_workshop
A repository of code and data for the USCB sklearn workshop on February 7th & 8th, 2019
Kaaiian/6350_project
Kaaiian/CHAMPS_transformer
transformer network for CHAMPS kaggle competition
Kaaiian/cs6350-hw2
Kaaiian/cs6350-hw4
Kaaiian/cs6350-ML-HW2
Kaaiian/ensemble_band_gap_prediction
Kaaiian/hhi
Kaaiian/ID3-DT-HW1
Kaaiian/kaaiian.github.io
Kaaiian/nipype
Workflows and interfaces for neuroimaging packages
Kaaiian/ocp
https://opencatalystproject.org/
Kaaiian/performer-pytorch
An implementation of Performer, a linear attention-based transformer, in Pytorch
Kaaiian/python-citrination-client
Reference implementation in python for Citrination api
Kaaiian/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Kaaiian/use_roost
A repo that with some changes to Roost for easier scripting.
Kaaiian/VITAL
VIsualization Tool for Atomic modeLs (VITAL)
Kaaiian/YOLOv5-PyTorch
A PyTorch implementation of YOLOv5