paper
2021
Climate emulation
New model or method
RNN / LSTM / ConvLSTMOtherNOAA (incl. GFDL, PSL, GSL, NCEP/EMC) Other
2021-12-24
047
Dec 2021
Hsin-Yi Lin, Stephen Gregory Penny
preprint
NOAA (incl. GFDL, PSL, GSL, NCEP/EMC)
Fourier reservoir computing with localization extends skillful forecast horizons for a coupled atmosphere-ocean quasi-geostrophic model beyond standard reservoir computing.
Fourier Reservoir Computing for data-driven prediction of multi-scale coupled quasi-geostrophic dynamics
In one sentence. Fourier reservoir computing with localization extends skillful forecast horizons for a coupled atmosphere-ocean quasi-geostrophic model beyond standard reservoir computing.
Labels
- Topic
- Climate emulation
- Type
- New model or method
- Method
- RNN / LSTM / ConvLSTM, Other
- Domain
- Global
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1002/essoar.10509867.1 OpenAlex:W4200527258
- Added
- 2026-10-22
Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.