Machine learning in biomaterials, biomechanics/mechanobiology, and biofabrication: State of the art and perspective

C Wu, Y Xu, J Fang, Q Li - Archives of Computational Methods in …, 2024 - Springer
In the past three decades, biomedical engineering has emerged as a significant and rapidly
growing field across various disciplines. From an engineering perspective, biomaterials …

Carbon nanotubes/α-ZrP sheets for high mechanical performance and flame-retarding polyamides using selective laser sintering

S Han, S Li, X Song, Z Zhou, Q Meng… - Virtual and Physical …, 2024 - Taylor & Francis
The current study presents a facile approach to synthesis carbon nanotube-anchor α-ZrP
(CNT@ α-ZrP) nanohybrid for multifunctional polyamide 12 (PA12) composites via ball …

Machine learning assisted prediction and analysis of in-plane elastic modulus of hybrid hierarchical square honeycombs

J Yang, D Yang, Y Tao, J Shi - Thin-Walled Structures, 2024 - Elsevier
In this study, experimental, finite element (FE) simulation, machine learning (ML), and
theoretical techniques are employed to investigate the in-plane elastic modulus (E HHSH) of …

Self-similar nesting strategy enables lattices achieve dual energy-absorbing plateaus

L Chen, T Chen, S Feng, CY Cui, XG Cui… - International Journal of …, 2024 - Elsevier
Inspired by natural self-similar nesting (SN) strategy, the basic truss unit simple cubic (SC),
face centered cubic (FCC), and body centered cubic (BCC) were regenerated into novel …

Additive manufacture of programmable multi-matrix continuous carbon fiber reinforced gradient composites

W Ye, H Dou, J Liu, Z Li, Y Cheng, D Zhang, F Yang… - Additive …, 2024 - Elsevier
Bio-inspired gradient materials and structures, including cartilage scaffolds, soft actuators,
and sensors, demonstrate significant potential applications in the fields of biomedicine …

Study on isotropic design of triply periodic minimal surface structures under an elastic modulus compensation mechanism

J Zhang, S **e, K **g, H Wang, T Li, G He - Composite Structures, 2024 - Elsevier
The energy absorption characteristics of the triply periodic minimal surfaces (TPMS)
structure may vary significantly due to the anisotropy under multi-directional loading …

[HTML][HTML] The Chinese Knot inspired anisotropic TC4 lattice Structures: Ultra-high specific strength in engineering materials

S Xu, C Ding, M Han, M Huang, C Song, C Chang… - Materials & Design, 2024 - Elsevier
Lattice structures possess high specific strength, multi-functionality through innovative
structural designs. Here, we proposed an efficient method for the construction of lattice …

[HTML][HTML] Orthotropic mechanical properties of PLA materials fabricated by fused deposition modeling

M Li, Y Xu, J Fang - Thin-Walled Structures, 2024 - Elsevier
Polylactic Acid (PLA) sample manufactured by fused deposition modeling (FDM) technique
is typically assumed to be transversely isotropic without a thorough examination of its …

[HTML][HTML] Bi-metallic lattice structures manufactured via an intralayer multi-material powder bed fusion method

B McDonnell, V Errico, P Posa, A Angelastro… - Additive …, 2024 - Elsevier
The laser powder bed fusion technology is widely utilized for manufacturing intricate metallic
components, overcoming design limitations inherent in traditional subtractive methods …

Mechanical Characterization of Multifunctional Metal-Coated Polymer Lattice Structures

L Wang, L He, F Liu, H Yuan, J Li, M Chen - Materials, 2024 - mdpi.com
Metal-coated lattice structures hold significant promise for customizing mechanical
properties in diverse industrial applications, including the mechanical arms of unmanned …