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Joshua Simmons

The University of Sydney

SCHOLARLY PAPERS

2

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109

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Scholarly Papers (2)

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1.

­­Can Lstm Neural Networks Learn Physically Meaningful Principles? A Case Study in Sandy Shoreline Modelling

Number of pages: 25 Posted: 10 Apr 2024
Kit Calcraft, Kristen D. Splinter, Joshua Simmons and Lucy Marshall
University of New South Wales (UNSW), University of New South Wales (UNSW), The University of Sydney and Macquarie University
Downloads 65 (916,100)

Abstract:

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Model Explainability, Model Transparency, machine learning, Shoreline Modelling, LSTM

2.

A Mixture of Experts Approach to Sandy Shoreline Modelling in Storm Dominated Systems

Number of pages: 33 Posted: 19 Mar 2025
Kit Calcraft, Kristen D. Splinter, Joshua Simmons and Lucy Marshall
University of New South Wales (UNSW), University of New South Wales (UNSW), The University of Sydney and Macquarie University
Downloads 44 (1,133,231)

Abstract:

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storms, Shoreline Modelling, Machine Learning, Mixture of Experts