- Article
Surfactant Temperature-Dependent Critical Micelle Concentration Prediction with Uncertainty-Aware Graph Neural Network
- Musa Sh. Adygamov,
- Emil R. Saifullin,
- Timur R. Gimadiev and
- Nikita Yu. Serov
15 February 2026
The critical micelle concentration (CMC) is a fundamental physicochemical property of surfactants with significant implications across multiple industries. This paper presents an uncertainty-aware graph neural network (GNN) that integrates molecular...

