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Authors
Lim, Ryan J. Y.
Choi, Michael C. H. https://orcid.org/0000-0003-0309-3217
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Funding
Funding for this research was provided by:
National University of Singapore (A-0000178-02-00)
National University of Singapore (A-8003574-00-00)
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Article History
Received: 14 April 2026
Revised: 9 August 2026
Accepted: 10 August 2026
First Online: 21 August 2026
Declarations
Conflict of interest: Both authors have no relevant financial or non-financial interests to disclose.
Declaration of AI usage: The initial research ideas, scientific methodology and analysis, drafting of the manuscript, and coding of the numerical experiments were carried out by the authors. Artificial intelligence (AI) tools were used solely to assist with language editing, review of the manuscript, and review of the numerical code. The authors reviewed and verified all AI-assisted outputs and made all final decisions regarding the content of the manuscript. All scientific content, interpretations, and conclusions remain the sole responsibility of the authors.
