Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01214-y
Tang et al. introduce MatterChat, a multimodal framework effectively integrating material structural data with large language models. It achieves high-precision property predictions and provides interpretable reasoning to accelerate materials discovery.