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…