# Sampling thermodynamic ensembles of molecular systems with generative neural networks: Will integrating physics-based models close the generalization gap?

> Research article (Current Opinion in Solid State and Materials Science, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4394008411](https://www.wikidata.org/wiki/openalex:W4394008411)  
**Source**: https://4ort.xyz/entity/sampling-thermodynamic-ensembles-of-molecular-systems-with-generative-neural-networks-will-integrating-physics-based-mod