auto-qchem
DFT automator
Automated workflow for generating and storing DFT calculations for organic molecules using Python and machine learning.
Auto-QChem is an automated workflow for the generation and storage of DFT calculations for organic molecules.
88 stars
5 watching
18 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list
automationcheminformaticsdft-calculationsfeaturemachine-learning
Related projects:
Repository | Description | Stars |
---|---|---|
jvalegre/aqme | Automated workflows for quantum mechanical environments using Python. | 99 |
deqitang/pymatflow | Automates preparation and submission of DFT calculations for materials science simulations | 5 |
scm-nv/qmflows | Automates tasks in computational chemistry simulations | 45 |
digital-chemistry-laboratory/morfeus | A Python package for calculating molecular features. | 164 |
geem-lab/overreact | An in-silico lab for automating quantum chemical microkinetic simulations of complex chemical reactions | 51 |
alchemistry/alchemlyb | A Python library providing tools for analyzing data from molecular dynamics simulations | 199 |
cyllab/ccinput | A tool that automates the generation of input files for computational chemistry simulations | 42 |
atomistic-machine-learning/dtnn | An open-source Python framework for developing machine learning models to predict quantum-mechanical observables of molecular systems. | 77 |
deepwisdom/autodl | Automated deep learning algorithm that performs feature engineering, model selection, and hyperparameter tuning without human intervention. | 1,140 |
agnostiqhq/covalent | A Python library for orchestrating machine-learning and high-performance computing workflows in heterogeneous environments | 779 |
dftlibs/numgrid | Generates numerical integration grids for molecules based on atom coordinates and basis set information. | 47 |
quantum-accelerators/quacc | A platform for running computational materials science and quantum chemistry workflows on various computing resources. | 182 |
sunqm/pyscf | A Python module for performing quantum chemical simulations of chemistry. | 68 |
quishqa/pychemiss | Creates WRF-Chem emission file from spatially and temporally disaggregated local emissions data | 29 |
jcmgray/quimb | A Python library for performing 'quantum information many-body' calculations using tensor networks. | 499 |