Conrad's primary research area is in the field of stochastic hydrology. In particular his research interests include:
- Non-stationarity in sub-daily spatial and temporal rainfall patterns
- Sub-daily continuous rainfall generation
- Rainfall disaggregation
- The effects of climate change on hydrology