Machine learning models accelerate deep eutectic solvent discovery for the recycling of lithium-ion battery cathodes

Deep learning model Conditional Generative Adversarial Network (CGAN) was used to design deep eutectic solvent (DES) based green process for lithium-ion cathode recycling, and the importance of acidity, coordination, and reducibility were quantified.