Uranium dioxide, the principal nuclear fuel in many reactors, exhibits complex defect chemistry that directly influences its electronic structure and overall performance. The presence of point defects ...

The proposed framework consists of Varied Defect Synthesis (VDS) pseudo-anomaly generator, transformer-based backbone, voting network, and differentiable clustering module, enabling precise point- and ...