Mar 19, 2024 · We propose and demonstrate a bathymetry inversion method using a deep-learning-based surrogate for shallow water equations solvers. The ...
Mar 5, 2022 · We propose and demonstrate a bathymetry inversion method using a deep-learning-based surrogate for shallow water equations solvers.
River bathymetry is critical for many aspects of water resources management. We propose and demonstrate a bathymetry inversion method using a ...
May 4, 2024 · We propose and demonstrate a bathymetry inversion method using a deep‐learning‐based surrogate for shallow water equations solvers. The ...
Bathymetry Inversion Using a Deep-Learning-Based Surrogate ...
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We propose and demonstrate a bathymetry inversion method using a deep-learning-based surrogate for shallow water equations solvers. The surrogate uses the ...
A gradient-based optimizer is used to perform bathymetry inversion with the trained surrogate. Two physically-based constraints on both bed elevation value and ...
Sep 5, 2023 · Another example involves the utilization of a deep learning surrogate model for riverine bathymetry inversion (Ghorbanidehno et al. 2021). DNN- ...
Missing: Bathymetry Inversion Based
This work introduces an efficient, accurate, and flexible surrogate model, NN-p2p, based on deep learning and it can make point-to-point predictions on ...
Mar 19, 2024 · Our paper on bathymetry inversion using a differentiable surrogate shallow-water solver has been published, with co-authors.
Mar 19, 2024 · Our paper on bathymetry inversion using a differentiable surrogate shallow-water solver has been published, with co-authors.