2 papers
cond-mat.mtrl-sci2023
Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators
Hanxun Jin, Enrui Zhang, Boyu Zhang +3
Machine learning (ML) is emerging as a transformative tool for the design of architected materials, offering properties that far surpass those achievable through lab-based trial-an…
physics.app-ph2023
Mechanical Metamaterials Fabricated from Self-assembly: A Perspective
Hanxun Jin, Horacio D. Espinosa
Mechanical metamaterials, whose unique mechanical properties stem from their structural design rather than material constituents, are gaining popularity in engineering applications…