paper
2019
Software, scaling & compression
Probabilistic & ensemble forecasting New model or method
Classical ML (trees, GP, linear, kernels)6 h–3 days Other
2019-01-07
008
Jan 2019
Weiming Hu, Guido Cervone, Vivek Balasubramanian et al.
preprint
Describes a parallel HPC system generating probabilistic weather forecasts with the data-driven analog ensemble method, scaling ensemble generation across nodes.
Software, scaling & compression
A High-Performance Computing System for Probabilistic Weather Forecasts
In one sentence. Describes a parallel HPC system generating probabilistic weather forecasts with the data-driven analog ensemble method, scaling ensemble generation across nodes.
Labels
- Topic
- Software, scaling & compression, Probabilistic & ensemble forecasting
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 6 h–3 days
- Domain
- Global
- Data
- NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Pre-operational / experimental
- Identifiers
- DOI:10.1002/essoar.10500383.1 OpenAlex:W3157319156
- Added
- 2026-10-22
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