[Work & Writing](/work)

# Time series

1 entries

## 2025

- [View case study](/work/grid-diffusion-ad)

  ### [Grid Diffusion AD](/work/grid-diffusion-ad)

  I studied whether diffusion models trained on normal magnetic-field signals could identify electrical faults, separating reconstruction quality from the detection behaviour needed in a monitoring system.

  - AI
  - Machine learning
  - Research
  - Time series