Synergizing process-based modeling and data-driven learning for precision nitrogen optimization in winter wheat
Synergizing process-based modeling and data-driven learning for precision nitrogen optimization in winter wheat。Agricultural Systems
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农业人工智能 作物模型
A continually evolving knowledge-guided deep learning framework for daily maize yield formation
提出知识引导的深度学习框架AgroEvoDeep-Yield，实现玉米逐日产量形成的可解释模拟与持续
AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction under Water Stress
提出过程信息神经网络AgriPINN，嵌入作物生长方程，提升水分胁迫下生物量预测精度与可解释性。
A formal approach to crop modeling: Automatic code generation and grid simulation using finite state automata
提出用有限状态自动机形式化作物模型，自动生成代码并模拟网格作物生长。
A general Sphero-Cylindrical discrete element model of sorghum for optimising header parameters to minimise harvest losses
A general Sphero-Cylindrical discrete element model of sorghum for optimising header parameters to minimise harvest losses。Biosystems Engineering