Combining quantum‑chemical calculations, high‑throughput computing, and machine learning to accelerate the discovery and design of novel materials for energy‑relevant and sustainable applications. Engineering solid‑state materials with exotic electronic behavior and developing AI‑driven datasets, software, and models to advance computational materials chemistry.