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COGITO - Crystal Orbital Guided Iteration To atomic-Orbitals

Website COGITO

This repository hosts the code for COGITO, a tool for obtaining quantum chemistry from plane wave DFT calculations. The main codes modules are COGITO, COGITOpost, COGITOanalyze, and COGITOico.

Installation

pip install --upgrade pip
pip install cogito-dft

To install optional dependences (scikit-image, dash, dash-ag-grid) that are used in some COGITOpost functions:

pip install "cogito-dft[plot]"

Running on HPC

As of verison 0.3.2, compute heavy sections of COGITO.py are parallelized. Control the number of jobs and avoid thread oversubscription with:

#SBATCH -N 1
#SBATCH -n 1
#SBATCH --cpus-per-task=4

export OMP_NUM_THREADS=1

Quick Start

Visit the live website: cogito-dft.readthedocs.io

Section Description
Tutorial Step-by-step analysis workflow
File Guide Interactive guide of inputs and outputs
API Docs Complete function reference

Basic Workflow:

  1. Run VASP - Static calculation with saved wavefunctions and high NBANDS
  2. Generate COGITO model - Creates COGITO basis functions and tight binding parameters
  3. Verify quality - Check convergence, charge spilling, orbital mixing, and band interpolation
  4. Analyze chemistry - COHP, bonding, charge analysis
# Run VASP 
vasp_std

# See 'COGITO --help' for variable options
COGITO --dir './'

# Check that quality metrics are within range (check band interpolation after COGITOpost)
COGITOanalyze --dir './'

# Generate atom and bond partition of charge / band energies, make bond plots, and more
COGITOpost --dir './'
# Customize a runTBmodel.py file to get specific plots
python runTBmodel.py

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0.3.13

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0.3.12

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0.3.11

2 files

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