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GitHub topics: density-functional-theory

dftfeDevelopers/dftfe

DFT-FE: Real-space DFT calculations using Finite Elements

Language: C++ - Size: 89.9 MB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 139 - Forks: 41

PhasesResearchLab/dfttk

DFTTK is a Python package for automating VASP workflows and storing results in MongoDB.

Language: Python - Size: 1.05 GB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 8 - Forks: 3

pasqal-io/qex

JAX-based differentiable Kohn-Sham Density Functional Theory implementation for training quantum(-enhanced) neural exchange-correlation functionals.

Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: about 7 hours ago - Pushed at: about 8 hours ago - Stars: 4 - Forks: 2

FLOSIC/PublicRelease_2020

FLOSIC code is used for performing self-interaction corrected (SIC) density functional approximation calculations. Fermi Löwdin orbital implementation of Perdew-Zunger SIC scheme is used in the software.

Language: Fortran - Size: 3.07 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 17 - Forks: 13

dftbplus/dftbplus

DFTB+ general package for performing fast atomistic simulations

Language: Fortran - Size: 29.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 370 - Forks: 170

feos-org/feos

FeOs - A Framework for Equations of State and Classical Density Functional Theory

Language: Rust - Size: 81.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 147 - Forks: 29

JuliaMolSim/DFTK.jl

Density-functional toolkit

Language: Julia - Size: 90.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 479 - Forks: 93

Dmanuell/Quantum-DFT-Benchmarking

# Quantum-DFT-BenchmarkingThis repository offers DFT calculations that benchmark quantum algorithms, focusing on the thio-Michael addition mechanism in CDK12 inhibitors. Explore our findings and contribute to advancing quantum computing in molecular simulations! 🧬🌌

Language: Shell - Size: 474 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

deepmodeling/abacus-develop Fork of abacusmodeling/abacus-develop

An electronic structure package based on either plane wave basis or numerical atomic orbitals.

Language: C++ - Size: 150 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 200 - Forks: 142

SPARC-X/SPARC

Simulation Package for Ab-initio Real-space Calculations

Language: C - Size: 54.5 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 80 - Forks: 39

dalcorso/thermo_pw

Thermo_pw is a driver of quantum-ESPRESSO routines for the automatic computation of ab-initio material properties.

Language: Fortran - Size: 107 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 53 - Forks: 18

Amadeus-System/Amadeus-System

Size: 78.1 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

ifilot/pydft

Python-based localized-orbital Density Functional Theory code for educational purposes.

Language: Python - Size: 6.52 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 8 - Forks: 1

abinit/abipy

Open-source library for analyzing the results produced by ABINIT

Language: Python - Size: 430 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 121 - Forks: 103

diffqc/dqc

Differentiable Quantum Chemistry (only Differentiable Density Functional Theory and Hartree Fock at the moment)

Language: Python - Size: 70.9 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 113 - Forks: 13

molmd/mispr

A software for automating materials science computations

Language: Python - Size: 11.7 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 30 - Forks: 7

QChASM/AaronTools.py

Python tools for automating routine tasks encountered when running quantum chemistry computations.

Language: Python - Size: 8.19 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 49 - Forks: 8

real-space/AngstromCube

A parallel and GPU-accelerated Code for Real-Space All-Electron Linear-Scaling Density Functional Theory

Language: C++ - Size: 33.2 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 7 - Forks: 2

danielpozsar/grogupy

Python package calculating relativistic magnetic interactions for the generalised Heisenberg model.

Language: Python - Size: 54.6 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 1

JuDFTteam/best-of-atomistic-machine-learning

🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.

Size: 6.11 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 503 - Forks: 43

jxxcr/mdkits

kits for md or dft

Language: Python - Size: 156 KB - Last synced at: 2 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

tjz21/DFT_PIB_Code

Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)

Language: Jupyter Notebook - Size: 58.1 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 70 - Forks: 11

zerothi/sisl

Electronic structure Python package for post analysis and large scale tight-binding DFT/NEGF calculations

Language: Python - Size: 562 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 206 - Forks: 62

riajobanputra/Quantum-DFT-Benchmarking

Quantum-classical DFT benchmarking for covalent bond formation in CDK12 inhibitor mechanisms

Size: 0 Bytes - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

pranabdas/openmx

Density Functional Theory calculation using OpenMX.

Language: Jupyter Notebook - Size: 8.66 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 8 - Forks: 2

pranabdas/espresso

Notes and tutorials on Density Functional Theory calculation using Quantum ESPRESSO.

Language: Jupyter Notebook - Size: 55.2 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 135 - Forks: 48

ifilot/pypwdft

Python-based plane wave density functional theory code for educational purposes

Language: Python - Size: 11.1 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 29 - Forks: 1

WSU-Carbon-Lab/dft-learn

Machine Learning from DFT calculations on organic molecules.

Language: Jupyter Notebook - Size: 40.9 MB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

tangzhao20/dftscr

A suite of Python scripts for postprocessing DFT calculations.

Language: Python - Size: 359 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

sail-sg/jrystal

A JAX-based Differentiable Density Functional Theory Framework for Materials

Language: Python - Size: 6.07 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 15 - Forks: 2

huangli712/Zen

A modern DFT + DMFT computation framework

Language: Julia - Size: 104 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 6 - Forks: 1

Exabyte-io/esse

JSON schemas and examples representing structural data, characteristic properties, modeling workflows and related data about materials standardizing the diverse landscape of information

Language: Python - Size: 10.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 7 - Forks: 4

Theozeud/AtomicKohnSham

Solver to compute the groundstate of atoms and ions formulated in the Extended-Kohn-Sham framework

Language: Julia - Size: 15.8 MB - Last synced at: 10 days ago - Pushed at: 22 days ago - Stars: 2 - Forks: 0

mala-project/mala

Materials Learning Algorithms. A framework for machine learning materials properties from first-principles data.

Language: Python - Size: 59.9 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 90 - Forks: 28

wangenau/eminus

Pythonic electronic structure theory.

Language: Python - Size: 127 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 17 - Forks: 6

x2dhf/x2dhf

Two-Dimensional Finite Difference Hartree-Fock Program

Language: Fortran - Size: 141 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 15 - Forks: 11

MRChemSoft/mrchem

MultiResolution Chemistry

Language: C++ - Size: 86.1 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 33 - Forks: 24

pfloos/QuAcK

QuAcK: a software for emerging quantum electronic structure methods

Language: Fortran - Size: 20.6 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 24 - Forks: 10

symmy596/SurfinPy

Thermodynamic Phase Diagram Generator

Language: Python - Size: 24.2 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 20

huangli712/ZenCore

Core library for the Zen computation framework

Language: Julia - Size: 1.77 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

huangli712/ZenTests

Tests for the Zen computation framework

Language: Shell - Size: 26.4 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

nhew1994/pyzentropy-old

Zentropy: multiscale entropy approach

Language: Python - Size: 4.52 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

paolodeangelis/Enhancing_ReaxFF_DFT_database

Database used for retraining the ReaxFF force field for the inorganic compound LiF.

Language: Jupyter Notebook - Size: 3.48 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 5 - Forks: 1

ajz34/Py_xDH

Document and code of python and PySCF approach XYG3 type of density functional 2nd-derivative realization

Language: Python - Size: 4.79 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 62 - Forks: 15

xatu-code/xatu

Xatu solves the Bethe-Salpeter equation in solids to obtain the exciton spectrum

Language: C++ - Size: 19.7 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 10

ghutchis/conformer-benchmark

Data and scripts for comprehensive benchmark of conformer relative energies

Language: HTML - Size: 42.3 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 25 - Forks: 4

electronic-structure/SIRIUS

Domain specific library for electronic structure calculations

Language: C++ - Size: 83 MB - Last synced at: 6 days ago - Pushed at: 28 days ago - Stars: 144 - Forks: 44

hema-ted/pyzfs

A python package to compute zero-field-splitting tensors for molecules and spin quantum bits in semiconductors.

Language: Python - Size: 1.1 MB - Last synced at: 10 days ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 12

dceresoli/qe-gipaw

QE-GIPAW for Quantum-Espresso (official repository)

Language: Fortran - Size: 6.71 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 35 - Forks: 11

nwchemgit/nwchem

NWChem: Open Source High-Performance Computational Chemistry

Language: Fortran - Size: 341 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 542 - Forks: 172

QChASM/SEQCROW

Plug-in for ChimeraX providing features for building and manipulating organic and organometallic molecules as well as displaying output from quantum chemistry computations.

Language: Python - Size: 276 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 6

merzlab/QUICK

QUICK: A GPU-enabled ab intio quantum chemistry software package

Language: C - Size: 162 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 173 - Forks: 47

wolearyc/ramannoodle

Efficiently compute off-resonance Raman spectra from first principles calculations (e.g. VASP) using polynomial models and machine learning..

Language: Python - Size: 11 MB - Last synced at: 21 days ago - Pushed at: 23 days ago - Stars: 8 - Forks: 3

microsoft/LightAIMD

A lightweight ab initio molecular dynamics simulation program

Language: C - Size: 342 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 43 - Forks: 10

ChASE-library/ChASE

This repository mirrors the principal Gitlab repository of the Chebyshev Accelerated Subspace iteration Eigensolver. If you want to contribute as developer to this project please contact [email protected].

Language: C++ - Size: 16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 6

huangli712/ZenTools

Auxiliary tools for the Zen computation framework

Language: Julia - Size: 526 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

huangli712/ZenGui

A general-purpose graphic user interface for ab initio dynamical mean-field theory codes

Language: Julia - Size: 29.3 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

huangli712/Dyson

Dyson's equation solver for the Zen computation framework

Language: Fortran - Size: 376 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

HySonLab/EquiHGNN

Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)

Language: Python - Size: 18 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0

huangli712/ZenDocs

Documentation for the Zen computation framework

Size: 385 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

bdroidd/investigating-LK99-claims-w.TDA

A repository for a corresponding study that investigates the structure of the LK-99 material using topological data analysis techniques to challenge superconductivity claims.

Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

valence-labs/mess

MESS: Modern Electronic Structure Simulations

Language: Python - Size: 2.17 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 2

pipidog/DFTtoolbox

A toolbox for quickly build inputs and analyze results of DFT codes

Language: Python - Size: 21 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 43 - Forks: 20

pnnl/isicle

In silico chemical library engine for high-accuracy chemical property prediction

Language: Python - Size: 19.9 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 60 - Forks: 20

XanaduAI/GradDFT

GradDFT is a JAX-based library enabling the differentiable design and experimentation of exchange-correlation functionals using machine learning techniques.

Language: Python - Size: 181 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 8

Exabyte-io/express

ExPrESS: Exabyte Property Extractor, Sourcer, Serializer. A python package allowing to extract and standardize materials data from native format for physics-based simulation engines.

Language: Python - Size: 1.26 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2

f-fathurrahman/PWDFT.jl

Plane wave density functional theory using Julia programming language

Language: Julia - Size: 55.1 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 118 - Forks: 23

azadoks/PseudoPotentialIO.jl

Support for reading and using pseudopotentials in Julia

Language: Julia - Size: 857 KB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 4

ltalirz/dftpicker

Pick the most accurate DFT code for your chemical system

Language: JavaScript - Size: 248 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

manassharma07/RIPER-Tools-for-TURBOMOLE

A streamlit web app to help you with setting up DFT calculations for the RIPER module of TURBOMOLE and to analyze the results

Language: Python - Size: 3.12 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 2

JuDFTteam/FLEUR

Full-potential Linearized Augmented Plane Wave code FLEUR: All-electron DFT (repo mirror)

Language: Fortran - Size: 72.6 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 13 - Forks: 2

SiddharthPandey23/sparc

Official codebase of SpaRC

Size: 449 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

anthonyrtw/LevyLieb_VQE

Calculation of the ground state energy of a Hubbard dimer using the Levy-Lieb density functional.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

PARSEC-real-space-code/PARSEC

A real-space electronic structure code

Language: Fortran - Size: 4.94 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 4

JuDFTteam/aiida-fleur

AiiDA plugin of the high-performance density functional theory code FLEUR (www.judft.de) for high-throughput electronic structure calculations.

Language: Python - Size: 452 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 14 - Forks: 8

mzjb/DeepH-pack

Deep neural networks for density functional theory Hamiltonian.

Language: Python - Size: 622 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 277 - Forks: 54

abinit/abinit

The official github mirror of the Abinit repository. We welcome bug fixes and improvements. Note that most of the active developments are hosted on our https://gitlab.abinit.org/ server. Before embarking on making significant changes, please contact the Abinit group.

Language: Fortran - Size: 503 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 221 - Forks: 94

wavefunction91/IntegratorXX

Reusable DFT Grids for the Masses

Language: C++ - Size: 12.6 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 10

AIRI-Institute/nablaDFT

nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset

Language: Python - Size: 67.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 202 - Forks: 22

QC-Edu/IntroQM

Introduction to Quantum Mechanics for Chemists

Language: HTML - Size: 530 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 37 - Forks: 4

orest-d/p4vasp

p4vasp, the VASP Visualization Tool

Language: C++ - Size: 5.24 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 141 - Forks: 68

JuliaMolSim/Libxc.jl

Julia bindings to the libxc library for exchange-correlation functionals

Language: Julia - Size: 108 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 7

ltalirz/atomistic-software

Tracking citations of atomistic simulation engines

Language: JavaScript - Size: 64.4 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 12

ajz34/dh

A trial to implement doubly-hybrid interface to PySCF

Language: Python - Size: 307 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 2

sail-sg/jax_xc

Exchange correlation functionals translated from libxc to jax

Language: Python - Size: 665 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 45 - Forks: 2

ProteinDF/ProteinDF

Canonical (Kohn-Sham) molecular orbital calculation software for large molecules such as protein

Language: C++ - Size: 37.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 5

Peppone98/Quantum_MD_H2

Computational Physics exam @ Unitn. The repository contains a C++ code for the quantum molecular dynamics of the hydrogen molecule. The code can be found in the folder CODE, while a discussion of the outputs and the algorithms employed can be found in the REPORT folder.

Language: C++ - Size: 17 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

phatdatnguyen/psi4-webui

A web UI app for Psi4 calculations

Language: Python - Size: 599 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

amirhajibabaei/AutoForce

Sparse Gaussian Process Potentials

Language: Python - Size: 1.68 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 13

abinit/abitutorials

Abinit tutorials based on AbiPy

Language: Jupyter Notebook - Size: 62.9 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 15

chenggoj/iGAM-MSI

iGAM-MSI is a repository containing code and trained machine learning models for studying Metal-Support Interactions (MSI) using Interpretable Generalized Additive Models (iGAM). This project leverages the power of iGAM to provide accurate and explainable predictions in materials science. The published work DOI associated with the codes is:

Language: Jupyter Notebook - Size: 305 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Infant83/VASPBERRY

Berry curvature and Chern number calculations with the output (WAVECAR) of VASP code

Language: Fortran - Size: 56.3 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 68 - Forks: 30

pablogila/ThotPy 📦

Python package for easy text edition, with a focus in ab-initio codes.

Language: Python - Size: 1.71 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

pablogila/CrystalReader 📦

CrystalReader is a program to read and extract data from .castep, .cif and .phonon files, with the potential to be reused to read any kind of data files.

Language: Python - Size: 297 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Mengen-W/pysurf

Python code to generate surface phase diagrams

Language: Python - Size: 442 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

Exabyte-io/exabyte-benchmarks-suite

Command-line tool for benchmarking HPC hardware performance

Language: Python - Size: 82 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 3

northword/wiki

《能源环境材料计算模拟方法》学习笔记,包括linux基础命令、pbs作业管理系统、vasp、materials studio等。

Language: JavaScript - Size: 121 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 24 - Forks: 12

EgorcaA/QEView

Tool to help you analyze and visualize the results from Quantum Espresso (Band structure BS, DOS, pDOS) and Wannier90

Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

hitarth64/quantum-inspired-cluster-expansion

Quantum-inspired Cluster Expansion: formulating chemical space search as QUBOs and Ising models

Language: Python - Size: 103 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

LopezGroup-ICIQ/gamenet_uq

Repo of GAME-Net-UQ, a graph neural network with uncertainty quantification for predicting the DFT energy of adsorbed intermediates and transition states on monometallic surfaces.

Language: Python - Size: 8.68 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 0

Related Keywords
density-functional-theory 265 dft 46 quantum-chemistry 45 electronic-structure 42 python 33 computational-chemistry 25 physics 24 materials-science 22 quantum-espresso 21 vasp 19 machine-learning 19 molecular-dynamics 18 chemistry 18 hartree-fock 16 ab-initio 16 kohn-sham 12 scientific-computing 11 materials-informatics 10 quantum-mechanics 10 computational-materials-science 9 julia 9 computational-physics 9 first-principles-calculations 9 solid-state-physics 9 hpc 9 pseudopotentials 9 high-performance-computing 9 density-of-states 8 material-science 8 condensed-matter-physics 8 graph-neural-networks 8 simulation 7 dynamical-mean-field-theory 7 electronic-structure-calculations 7 atomistic-simulations 6 quantum-computing 6 judft 6 band-structure 6 wannier90 6 full-potential 6 catalysis 6 siesta 6 forschungszentrum-juelich 6 materials-design 6 abinit 5 hamiltonian 5 science 5 molecular-dynamics-simulation 5 jax 5 pseudopotential 5 nwchem 5 all-electron 5 magnetism 5 defects 5 thermodynamics 5 gpu 5 tight-binding 5 quantum 5 gaussian 5 quantum-chemistry-automation 4 materials 4 strongly-correlated-systems 4 ab-initio-simulations 4 molecular-modeling 4 local-density-approximation 4 projector-augmented-wave 4 solid-state 4 conjugate-gradient 4 condensed-matter 4 fortran 4 workflow 4 jupyter-notebook 4 high-throughput 4 aiida 4 dft-calculations 4 orca 4 neural-network 4 plane-wave 4 gui 4 vasp-calculations 4 cuda 4 matlab 4 castep 4 aimd 3 calculations 3 c-plus-plus 3 spintronics 3 julialang 3 drug-discovery 3 benchmark 3 toolkit 3 quantum-physics 3 tutorial 3 visualization 3 greens-functions 3 mpi 3 tutorials 3 schrodinger-equation 3 molecular-orbital-theory 3 abinitio-simulations 3