Congratulations to Dr. Jiaqi Yang who has completed his PhD! Under the advisement of Professor Arun Kumar Mannodi Kanakkithodi, Dr. Yang’s research focused on High-throughput Computational Dataset of halide perovskite alloys including large amounts of halide perovskites, multiple phase information and polymorphism analysis. The dataset is further applied to screen promising halide perovskites with high stability, suitable band gap and excellent PV efficiency and train machine learning models to make predictions on unknown compounds.