Optimal sensor placement for the reconstruction of ocean states using differentiable Gumbel-Softmax sampling operator

Oscar Chapron, Ronan Fablet, Yann Stéphan

Accurately reconstructing and forecasting ocean fields from sparse observations is critical for both operational and scientific purposes. Optimizing sensor placement to maximize re…