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20222025
most citedSystems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks

4 citations · 5 across the 5 of their papers we have counts for

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Showing 2022 · cond-mat.mtrl-sciShow all

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cond-mat.mtrl-sci2022

Effective Data Sampling Strategies and Boundary Condition Constraints of Physics-Informed Neural Networks for Identifying Material Properties in Solid Mechanics

Wensi Wu, Mitchell Daneker, Matthew A. Jolley +2

Material identification is critical for understanding the relationship between mechanical properties and the associated mechanical functions. However, material identification is a…