article/chapitre/communication

Application of artificial neural networks in subsurface drainage system design

C. Yang ; S. Prasher ; R. Lacroix ; Sixth International Conference on Computers in Agriculture (1996) | 1996

This project reports on the use of artificial neural networks (ANNs) to model the performance of a subsurface drainage system in Nova Scotia, Atlantic Canada. The ANN model was built and trained by using the observed data on midspan watertable d[...]

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article/chapitre/communication

The use of back-propagation neural networks for the simulation and analyses of time-series data in subsurface drainage systems

C. Yang ; R. Lacroix ; S. Prasher ; Sixth International Conference on Computers in Agriculture (1996) | 1996

The research goal was to investigate the application of artificial neural networks (ANNs) for subsurface drainage system simulation. Specifically, back-propagation ANNs were trained to imitate a conventional mathematical model, DRAINMOD, in the [...]

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