WxFlow
Cross-source consensus on WxFlow from 1 sources and 4 claims.
1 sources · 4 claims
Uses
How it works
Benefits
Highlighted claims
- WxFlow learns a conditional generative surrogate for WRF-like high-resolution precipitation fields. — Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska
- WxFlow is intended for calibrated probabilistic downscaling rather than only deterministic super-resolution. — Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska
- WxFlow uses coarse precipitation and high-resolution elevation as inputs to generate fine-scale precipitation detail absent from 64 km forcing. — Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska
- WxFlow can generate a 50-member ensemble in seconds on a laptop GPU. — Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska