jsunn-y / PolymerGasMembraneMLLinks
A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeability.
ā36Updated 2 months ago
Alternatives and similar repositories for PolymerGasMembraneML
Users that are interested in PolymerGasMembraneML are comparing it to the libraries listed below
Sorting:
- ā20Updated 2 months ago
- Tool for the canonicalization of Polymer SMILES (Pš) stringsā27Updated 11 months ago
- Polymer property prediction with GNNs and deep set learning.ā22Updated 2 years ago
- Universal Transfer Learning in Porous Materials, including MOFs.ā107Updated last year
- Repository for predicting conductivities through Arrhenius parameters for polymer electrolytes.ā21Updated last year
- Transformer model for structure-agnostic metal-organic frameworks (MOF) property predictionā53Updated last year
- polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.ā20Updated 2 months ago
- rule-based virtual polymer library generatorā41Updated 3 weeks ago
- Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorchā72Updated last year
- Molecular graph deep sets learning for mixture property modeling.ā22Updated 6 months ago
- Scalable graph neural networks for materials property predictionā62Updated last year
- This is a simple but efficient implementation of PaiNN-model for constructing machine learning interatomic potentialsā21Updated 2 years ago
- The Block Copolymer Phase Behavior Database (BCDB)ā18Updated last year
- Example scripts using the CSD Python APIā75Updated 3 weeks ago
- A benchmark dataset for polymer informatics.ā73Updated 4 years ago
- A graph neural network for the prediction of bond dissociation energies for molecules of any charge.ā63Updated 2 years ago
- ā17Updated last year
- Deep learning for molecules quantum chemistry properties predictionā41Updated 4 years ago
- ā31Updated 3 weeks ago
- Supporting material for the paper "Data driven collective variables for enhanced sampling"ā19Updated last year
- ā14Updated last year
- G-SchNet extension for SchNetPackā60Updated 9 months ago
- polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informaticsā62Updated 11 months ago
- Deep learning model for predicting adsorption isotherms of MOFsā14Updated 2 years ago
- ā18Updated last year
- ā49Updated last year
- PSP is a python toolkit for predicting atomic-level structural models for a range of polymer geometries.ā43Updated last year
- EDBO+. Bayesian reaction optimization as a tool for chemical synthesis.ā77Updated last month
- GNN, GCN, Molecular Solubility, RDKit, Cheminformaticsā44Updated 2 months ago
- Uncertainty-aware prediction of chemical reaction yields with graph neural networksā24Updated 9 months ago