edgarsmdn / GNN_IAC
This repository contains the training routines and the experiments presented in the paper "Graph Neural Networks for the prediction of infinite dilution activity coefficients"
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GNN_IAC
- ☆19Updated 3 months ago
- Gibbs-Helmholtz Graph Neural Network☆17Updated last year
- rule-based virtual polymer library generator☆25Updated last month
- ☆54Updated last week
- A database of reaction properties containing the atom-mapped reaction SMILES and the target properties.☆32Updated 7 months ago
- Python API for NIST Chemistry WebBook☆25Updated last month
- Python GUI program for a quick estimation of physicochemical properties of molecules.☆40Updated 6 years ago
- ☆17Updated 2 years ago
- This repository includes pKa data digitized and curated from reference books published by IUPAC.☆37Updated 2 weeks ago
- Two algorithms to fragment molecules into specified molecular subunits (e.g. functional groups)☆33Updated 2 years ago
- ☆28Updated 3 months ago
- ☆10Updated 2 months ago
- Python script to lookup pKa values☆23Updated last month
- A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing☆22Updated 2 months ago
- Graph-based machine learning for chemical property prediction☆31Updated 3 months ago
- Generate Boltzmann-weighted Sterimol Steric Parameters for Conformationally-Flexible Substituents☆27Updated 2 years ago
- PSP is a python toolkit for predicting atomic-level structural models for a range of polymer geometries.☆32Updated 4 months ago
- Two algorithms to fragment molecules into specified molecular subunits (e.g. functional groups)☆19Updated 3 weeks ago
- Molecular size calculation based on ellipsoid fitting over N conformers☆13Updated 2 years ago
- A wrapper to run xtb inside Gaussian.☆20Updated 4 years ago
- Reaction Data and Molecular Conformers (RDMC) is a package dealing with reactions, molecules, conformers, majorly in 3D.☆25Updated 3 months ago
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆38Updated last month
- Flowchem is an application to simplify the control of instruments and devices commonly found in chemistry labs.☆15Updated last month
- Message Passing Neural Networks for Molecule Property Prediction☆37Updated 2 years ago
- Supplementary Data for "A graph representation of molecular ensembles for polymer property prediction"☆18Updated 2 years ago
- Prediction molecular structure from NMR spectra☆17Updated 7 months ago
- Public code base for the Accelerated Molecular Discovery (AMD) platform☆10Updated 11 months ago
- The IUPAC WorldFAIR Cookbook for FAIR chemical data☆20Updated last month
- Conformer-Rotamer Ensemble Sampling Tool based on the xtb Semiempirical Extended Tight-Binding Program Package☆28Updated last month
- LVPP sigma-profile database + COSMO-SAC parametrizations☆58Updated last week