8000 nkitamuraQC (Naoki Kitamura) · GitHub
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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
  • Web API for QC apps

Links

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  1. mlpy mlpy Public

    Fair-Chem ML potentials for molecular dynamics and phonons

    Python 1

  2. pyqsci pyqsci Public

    Quantum Selected CI library in PySCF and PennyLane

    Python 1

  3. pyscf-forge pyscf-forge Public

    Forked from pyscf/pyscf-forge

    pyscf-forge is a staging ground for code that may be suitable for pyscf-core

    Python 1

  4. Fermi.jl Fermi.jl Public

    Forked from FermiQC/Fermi.jl

    Fermi quantum chemistry program

    Julia

  5. bagel bagel Public

    Forked from qsimulate-open/bagel

    Brilliantly Advanced General Electronic-structure Library

    C++ 1

  6. ITensorMPS.jl ITensorMPS.jl Public

    Forked from ITensor/ITensorMPS.jl

    MPS and MPO methods based on ITensor (ITensors.jl). ITensorMPS.jl is supported by the Simons Foundation's Flatiron Institute.

    Julia

0