garnetdnn
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materialsvirtuallab
This repo implements a web application utilizing a deep neural network to predict the formation energies and stability of garnet crystals.
Bumps [flask](https://github.com/pallets/flask) from 2.2.0 to 2.3.2. Release notes Sourced from flask's releases. 2.3.2 This is a security fix release for the 2.3.x release branch. Security advisory: https://github.com/pallets/flask/security/advisories/GHSA-m2qf-hxjv-5gpq, CVE-2023-30861 Changes: https://flask.palletsprojects.com/en/2.3.x/changes/#version-2-3-2...
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Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.9.1 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...
Bumps [numpy](https://github.com/numpy/numpy) from 1.15.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...
1. Implement the latest a-mix model 2. Add the option of showing predicted ground state structure, i.e. identifying the lowest energy configuration index. 3. Add the option of whether to...
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This repo implements a web application utilizing a deep neural network to predict the formation energies and stability of garnet crystals.