Weather Forecasting
1 / 5
Legacy NWP models refresh only 2–4 times daily, so traders rely on stale forecasts and silent mid-cycle revisions that move markets first.
2 / 5
Physics-foundation-model-plus-agent platforms like EPT-2 deliver up to 24 daily refreshes at ~0.25 kWh per run, cutting compute costs by roughly four orders of magnitude.
3 / 5
EPT-2 outperforms ECMWF HRES on every lead time for 10 m wind, 100 m wind, 2 m temperature, and surface solar radiation, validated against 10,000+ ground stations on open-source StationBench.
4 / 5
Athena’s natural-language agent compresses manual morning briefings, cross-model benchmarking, and backtests into 90-second queries while auto-generating widgets and dashboards.
5 / 5
See how Jua’s physics-foundation-model-plus-agent platform replaces fragmented grib pipelines and scattered tools with a single, live workspace in a demo.
Jua's physics foundation model delivers 24 daily forecast refreshes, beating ECMWF HRES—so European energy desks trade on fresher, sharper signals.