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nkitamuraQC/README.md

nkitamuraQC

Overview

We are developing software with the aim of automating first-principles calculations and enabling flexible integration with other computational chemistry tools. Our work spans a wide range of computational materials science and quantum chemistry topics.

Main Projects

  • Development of software for the automation of first-principles calculations and flexible integration with other computational chemistry software (such as group theoretical calculations)
  • Property and correlation function calculation software for solid-state and molecular systems
  • Development of software that bridges quantum computing and quantum chemical calculations
  • Expanding the applicability of quantum chemistry methods
  • Development of software for numerical linear algebra for chemistry applications
  • Collection and organization of various computational tools for chemistry applications
    • statistics, machine learning, etc

Ongoing and Private Projects

In addition to the above, we are also actively developing or exploring the following, though some are currently private:

  • Computational chemistry software using tensor networks
  • Quantum chemistry software for molecular spectroscopy
  • Quantum chemical calculations with solvent effects
  • Machine learning wavefunction
  • Chemical reaction prediction using deep learning
  • Materials Infomatics Workflow using backend tools such as AiiDA
  • Optimization of crystal structures and property calculation libraries based on machine learning potentials
  • Materials database manipulation tools
  • Docker container manipulation tools for computational chemistry software development
  • Computational Chemistry OSS based projects
  • Development of software for automatically analytic calculation using the Wick theorem
  • Development of software for numerical calculations for specific materials
  • Considering for implementation of new features on existing DFT software
  • Study notes and softwares for numerical calculations including statistics, mathematics, computer science and related fields for chemistry applications

Pinned Loading

  1. abinitioTools abinitioTools Public

    Green functions & correlation functions for PySCF

    Python 1

  2. qsci_exp qsci_exp Public

    Quantum Selected CI library in PySCF and PennyLane

    Python 1

  3. mlplib mlplib Public

    Fair-Chem ML potentials for molecular dynamics and phonons

    Python 1

  4. PointGroup PointGroup Public

    Tight-binding symmetry analysis using spgrep

    Python 1

  5. pylattice pylattice Public

    Manipulating Tools for Quantum ESPRESSO and RESPACK

    Python 1