WardLT/ml-quaternary-heuslers

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Created about 7 years ago
Updated over 3 years ago

WardLT/ml-quaternary-heuslers

WardLT

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Using machine learning to predict new quaternary Heusler materials

applied-ai-for-materials

Course materials for "Applied AI for Materials Science and Engineering"

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ai-project-template

Project layout for efficient AI for science

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ward-npj-2016-examples

Scripts for replicating a paper on predicting the properties of materials with machine learning

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ternary-semiconductors-mhm

Scripts from a paper on discovering ternary semiconductors with machine learning and crystal structure prediction

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oqmd-dl-analysis

Analysis of the predictions made by a deep learning model trained on the OQMD

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perovskites-for-co2rr

Developing a dataset of catalytic properties of perovskites from DFT

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coi-table-generator

Utility script for generating conflict of interest tables for grants

fitbit-fthr

Some notebooks for analyzing heart rate data from my Fitbit

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bayesian-nest

Fit a statistical model to the HVAC performance of my house

machine-learning-intro

Notebooks used to introduce scientists to machine learning

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