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Kit Calcraft

University of New South Wales (UNSW)

Sydney, 2052

Australia

  • University of New South Wales (UNSW)

SCHOLARLY PAPERS

2

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114

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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 67 (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 47 (1,133,231)

Abstract:

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storms, Shoreline Modelling, Machine Learning, Mixture of Experts