Deep learning in mechanical metamaterials: from prediction and generation to inverse design
Mechanical metamaterials are meticulously designed structures with exceptional
mechanical properties determined by their microstructures and constituent materials …
mechanical properties determined by their microstructures and constituent materials …
[HTML][HTML] Substrate curvature as a cue to guide spatiotemporal cell and tissue organization
SJP Callens, RJC Uyttendaele, LE Fratila-Apachitei… - Biomaterials, 2020 - Elsevier
Recent evidence clearly shows that cells respond to various physical cues in their
environments, guiding many cellular processes and tissue morphogenesis, pathology, and …
environments, guiding many cellular processes and tissue morphogenesis, pathology, and …
Inverse-designed spinodoid metamaterials
After a decade of periodic truss-, plate-, and shell-based architectures having dominated the
design of metamaterials, we introduce the non-periodic class of spinodoid topologies …
design of metamaterials, we introduce the non-periodic class of spinodoid topologies …
[HTML][HTML] Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy
We present a two-scale topology optimization framework for the design of macroscopic
bodies with an optimized elastic response, which is achieved by means of a spatially-variant …
bodies with an optimized elastic response, which is achieved by means of a spatially-variant …
Optimally‐tailored spinodal architected materials for multiscale design and manufacturing
Spinodal architected materials with tunable anisotropy unify optimal design and
manufacturing of multiscale structures. By locally varying the spinodal class, orientation, and …
manufacturing of multiscale structures. By locally varying the spinodal class, orientation, and …
Nanoarchitected metal/ceramic interpenetrating phase composites
Architected metals and ceramics with nanoscale cellular designs, eg, nanolattices, are
currently subject of extensive investigation. By harnessing extreme material size effects …
currently subject of extensive investigation. By harnessing extreme material size effects …
Optimal and continuous multilattice embedding
Because of increased geometric freedom at a widening range of length scales and access to
a growing material space, additive manufacturing has spurred renewed interest in topology …
a growing material space, additive manufacturing has spurred renewed interest in topology …
Mechanical properties of additively-manufactured sheet-based gyroidal stochastic cellular materials
O Al-Ketan, DW Lee, RKA Al-Rub - Additive Manufacturing, 2021 - Elsevier
The advancements of additive manufacturing enabled progressive investigations of many
atomic lattice-mimicking structures, plate-and sheet-based cellular materials. While such …
atomic lattice-mimicking structures, plate-and sheet-based cellular materials. While such …
[HTML][HTML] Elastic mechanical property hybridization of configuration-varying TPMS with geometric continuity
Hybrid design is an effective approach to construct functional mechanical metamaterials. In
this study, a periodic hybrid method for the TPMS (triply periodic minimal surface) structures …
this study, a periodic hybrid method for the TPMS (triply periodic minimal surface) structures …
Extreme mechanical resilience of self-assembled nanolabyrinthine materials
Low-density materials with tailorable properties have attracted attention for decades, yet stiff
materials that can resiliently tolerate extreme forces and deformation while being …
materials that can resiliently tolerate extreme forces and deformation while being …