2023. FREQUENCY DISPERSION IN DEPTH-INTEGRATED MODELS THROUGH MACHINE LEARNING SURROGATES. Coastal Engineering Proceedings. 37 (Sep. 2023), waves.54. DOI:https://doi.org/10.9753/icce.v37.waves.54.