OxiGen: Oxidation-State-Aware Crystal Generation
OxiGen is a crystal diffusion model that generates materials by explicitly tracking oxidation states during creation. It uses a structured inference layer based on dynamic programming to enforce global charge neutrality, which significantly improves the accuracy of predicted oxidation states compared to previous models. This approach leads to higher fidelity in generated crystals and better chemical validity.