9 citations · 13 across the 4 of their papers we have counts for
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q-bio.QM2026
Parameter Identifiability beyond the Fisher Information Approximation in Data-Driven Modeling
Shun Wang, Wenrui Hao
Data-driven mechanistic modeling of high-dimensional biological data requires rigorous parameter identifiability. Profile likelihood entails costly repeated optimization, while Fis…
q-bio.QM2025★ 9 cited
A Systematic Computational Framework for Practical Identifiability Analysis in Mathematical Models Arising from Biology
Shun Wang, Wenrui Hao
Practical identifiability is a critical concern in data-driven modeling of mathematical systems. In this paper, we propose a novel framework for practical identifiability analysis…