miscellaneous-5
mixture property prediction
3260 papers • 126 benchmarks • 313 datasets
This task has no description! Would you like to contribute one?
(Image credit: Papersgraph)
Benchmarks
These leaderboards are used to track progress in mixture-property-prediction-21
Trend
Dataset
Best Model
Actions
No benchmarks available.
Libraries
iUse these libraries to find mixture-property-prediction-21 models and implementations
Datasets
No datasets available.
Subtasks
No subtasks available.
Most implemented papers
MolSets: Molecular Graph Deep Sets Learning for Mixture Property Modeling
Hengrui Zhang, Jie Chen, J. Rondinelli, Wei Chen•Tue Dec 26 2023
MolSets is presented, a specialized ML model for molecular mixtures that leverages a graph neural network and the deep sets architecture to extract information at the molecular level and aggregate it at the mixture level, thus addressing local complexity while retaining global flexibility.
6