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Natural materials like bone, bird feathers and wood have an intelligent approach to physical stress distribution, despite their irregular architectures. However, the relationship between stress modulation and their structures has remained elusive. A new study that integrates machine learning, optimization, 3D printing and stress experiments allowed engineers to gain insight into these natural wonders by developing a material that replicates the functionalities of human bone for orthopedic femur restoration.

United statesUniversity of illinoisYingqi jiaDavidc crawfordShelly zhangNature communicationsUniversity of illinois urbana champaignNational centerIllinois urbana champaignPeking universityFaculty scholar awardSupercomputing applications