paper
2019
Extremes & hazards
New model or method
Classical ML (trees, GP, linear, kernels)6 h–3 days Journal
2019-05-24
008
May 2019
Roland Albert A. Romero, Giovanni Alarkon Tapang, Caesar A. Saloma
Proceedings of the Samahang Pisika ng Pilipinas
A three-layer backpropagation network predicts whether a West Pacific tropical cyclone will make Philippine landfall at genesis, with 91% accuracy at 54 hours.
High accuracy Philippine landfall prediction of Pacific cyclones at their genesis using neural networks
In one sentence. A three-layer backpropagation network predicts whether a West Pacific tropical cyclone will make Philippine landfall at genesis, with 91% accuracy at 54 hours.
Labels
- Topic
- Extremes & hazards
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 6 h–3 days
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- OpenAlex:W2945740654
- Added
- 2026-10-22
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