IMAGE DETAIL
Super-resolution
Reconstruct finer satellite structure, then test it against independent observations.
Examples & methods ↗THE INFORMED WEATHER · RESEARCH IN PROGRESS
Weather models.
Progress you can inspect.
Follow current training, explore recorded experiments, and see what still needs to pass before a model reaches the map.
DAYLIGHT IMAGERY
True color
Learn consistent color from measured visible and near-infrared bands and scene geometry.
Examples & methods ↗SHORT-RANGE GUIDANCE
Precipitation nowcast
Predict rain evolution and test whether learned forecasts improve on strong motion baselines.
Examples & methods ↗BEYOND RADAR COVERAGE
Satellite reflectivity
Estimate precipitation structure from satellite observations. This does not measure Doppler velocity.
Training & evaluation records ↓Research prototypes · Each sensor, region and viewing condition needs its own validation. Linked model examples describe specific experiments; the recorded run and evaluation dates matter.
How to read the evidence
01Live
Current activity and telemetry
About this section ▸
Training runs on three NVIDIA RTX 4080 cards: two train the models and the third tests them. One panel per training card: what is training on it, its measured state, and its recorded iterations. The live channel reports once per second when available. Calm mode renders less often. Check the freshness indicator before interpreting activity.
How to read these graphs ▸
Waiting for live telemetry.
02The programme
Data → training → evaluation → display
All stages ▸
✓ Done● Running◌ Waiting⊘ Blocked✕ Failed? Unknown◈ Critical path
No data yet.
How the stage states are determined
03Recorded runs
Open a run to load its charts
About this section ▸
Each run shows its recorded measurements and evaluation results, refreshed every 30 seconds while open.
No data yet.
04Replay experiments
Every archived training run
About this section ▸
Replay follows archived training measurements; the archive list refreshes every 30 seconds.
Loading archive.
05Data preparation
Corpus, cache & transfer
About this section ▸
These counts show observation collection and training-data preparation, refreshed every 30 seconds.
No data yet.
06Timeline
The training window
About this section ▸
This timeline shows recorded training activity, refreshed every 30 seconds with a clock that moves every second.
No data yet.
07Event log
Latest 40 events
About this section ▸
The latest 40 recorded operational events refresh every 30 seconds.
- No data yet.