Smart Agricultural Technology· 2026Q1
AgriPINN: A process-informed neural network for interpretable and scalable crop biomass prediction under water stress
- 1citations
- Q1SCImago
- 2026year
Short summary
AgriPINN, a novel process-informed neural network, predicts crop biomass under water stress by embedding a differentiable growth equation, achieving 29.7% lower RMSE for winter wheat and 22.8% for maize compared to CNN–Transformer.
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