153 citations · 192 across the 6 of their papers we have counts for
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cond-mat.mtrl-sci2023★ 3 cited
Identifying Constitutive Parameters for Complex Hyperelastic Materials using Physics-Informed Neural Networks
Siyuan Song, Hanxun Jin
Identifying constitutive parameters in engineering and biological materials, particularly those with intricate geometries and mechanical behaviors, remains a longstanding challenge…
cs.LG2023★ 153 cited
Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review
Hanxun Jin, Enrui Zhang, Horacio D. Espinosa
For many decades, experimental solid mechanics has played a crucial role in characterizing and understanding the mechanical properties of natural and novel materials. Recent advanc…