SGML: A Python library for solution-guided machine learning method DOI Open Access
Ruijin Wang, Yuchen Du,

Chunchun Dai

и другие.

Software Impacts, Год журнала: 2024, Номер unknown, С. 100739 - 100739

Опубликована: Дек. 1, 2024

Язык: Английский

Multifunctional hybrid plate lattice structure with high energy absorption and excellent sound absorption DOI Creative Commons
Lingbo Li, Fan Yang, Yabin Jin

и другие.

Materials & Design, Год журнала: 2024, Номер 241, С. 112946 - 112946

Опубликована: Апрель 15, 2024

Lattice structures are featured by their extraordinary mechanical performances in specific stiffness, strength, energy absorption, and sound etc. The recent trend of multifunctionality engineering applications has raised new requirements for the integration acoustic properties. In this paper, a multifunctional hybrid plate lattice structure denoted as SBHP is proposed hybridizing traditional body-centered cubic (BCCP) simple (SCP) structures, its absorption properties investigated theoretical modeling, simulation analysis experimental verification. effects hole diameters thicknesses on performance impedance matching system damping state analysis. results show that average coefficient SBHP-1 increased 24% 62%, normalized half-absorption bandwidth enlarged 45% 89% than those BCCP SCP, respectively. Heterogeneous constructed using synergistic mechanism strong weak coupling have more outstanding broadband effect. This work provides an effective approach design lightweight with excellent high absorption.

Язык: Английский

Процитировано

16

Progress in Vat Photopolymerisation Additive Manufacturing of Ceramic Lattice Structures and Applications DOI

Qumail Arshad,

Muhammad Saqib, Muhammad Sajid Arshad

и другие.

Thin-Walled Structures, Год журнала: 2025, Номер 209, С. 112918 - 112918

Опубликована: Янв. 6, 2025

Язык: Английский

Процитировано

2

Bio-inspired vertex-offset lattice metamaterials with enhanced stress stability and energy absorption DOI
Peng Wang, Jun Guo, Ye Yuan

и другие.

Thin-Walled Structures, Год журнала: 2025, Номер 210, С. 113060 - 113060

Опубликована: Фев. 7, 2025

Язык: Английский

Процитировано

2

Hybrid Biomechanical Design of Dental Implants: Integrating Solid and Gyroid Triply Periodic Minimal Surface Lattice Architectures for Optimized Stress Distribution DOI Creative Commons
Dawit Bogale Alemayehu, Masahiro TODOH, Song‐Jeng Huang

и другие.

Journal of Functional Biomaterials, Год журнала: 2025, Номер 16(2), С. 54 - 54

Опубликована: Фев. 9, 2025

Background: Dental implantology has evolved significantly since the introduction of additive manufacturing, which allows for reproduction natural bone’s porous architecture to improve bone tissue compatibility and address stress distribution issues important long-term implant success. Conventional solid dental implants frequently cause shielding, compromises osseointegration reduces durability. Aim: The current research proposes examine biomechanical efficacy fully hybrid gyroid triply periodic minimum surface (TPMS) latticed across different cell sizes optimize Methods: This study evaluates six implants, including designs with three sizes—FLI_111 (1 mm × 1 mm), FLI_222 (2 2 FLI_333 (3 3 mm)—and TPMS necks in corresponding sizes—HI_111, HI_222, HI_333. To enhance initial stability, a square-threaded design was added into bottom part both lattice implants. also incorporate anti-rotational connections fixation, they undergo clinical viability comparison contemporary designs, finite element analysis (FEA) utilized through nTopology (nTOP 4.17.3) balance stiffness flexibility. mechanical performance under realistic conditions, dynamic mastication loading simulation conducted 1.5 s cycles. Results: findings reveal that particularly exhibited improved characteristics by reducing micromotions at bone–implant interface, improving osteointegration, attaining better distribution. Conclusions: By addressing shielding boosting performance, this work paves way personalized developing technology, results.

Язык: Английский

Процитировано

2

Machine learning assisted prediction and analysis of in-plane elastic modulus of hybrid hierarchical square honeycombs DOI
Jian Yang, Dingkun Yang, Yong Tao

и другие.

Thin-Walled Structures, Год журнала: 2024, Номер 198, С. 111736 - 111736

Опубликована: Фев. 21, 2024

Язык: Английский

Процитировано

13

Enhancing mechanical and bioinspired materials through generative AI approaches DOI Creative Commons
Silvia Badini, Stefano Regondi, Raffaele Pugliese

и другие.

Next Materials, Год журнала: 2024, Номер 6, С. 100275 - 100275

Опубликована: Июль 31, 2024

Язык: Английский

Процитировано

8

Machine learning in design for additive manufacturing: A state-of-the-art discussion for a support tool in product design lifecycle DOI Creative Commons
Michele Trovato, Luca Belluomo, Michele Bici

и другие.

The International Journal of Advanced Manufacturing Technology, Год журнала: 2025, Номер unknown

Опубликована: Март 5, 2025

Язык: Английский

Процитировано

1

Deep learning identifies transversely isotropic material properties using kinematics fields DOI
Nikzad Motamedi, Hazem Wannous, Vincent Magnier

и другие.

International Journal of Mechanical Sciences, Год журнала: 2024, Номер 283, С. 109672 - 109672

Опубликована: Сен. 4, 2024

Язык: Английский

Процитировано

4

Additive manufactured high-performance topology-optimized lattice structure: Compressive behavior and flow heat transfer characteristics DOI Creative Commons
Peipei Lu, Xiaojie Shi, Xiu Ye

и другие.

Case Studies in Thermal Engineering, Год журнала: 2024, Номер 61, С. 105097 - 105097

Опубликована: Сен. 1, 2024

Язык: Английский

Процитировано

4

A review on the utilization of SS 316L lattice structures for orthopaedics developed by the laser powder bed fusion process DOI

S. Ashish Daniel,

P. Suya Prem Anand

Proceedings of the Institution of Mechanical Engineers Part E Journal of Process Mechanical Engineering, Год журнала: 2025, Номер unknown

Опубликована: Фев. 16, 2025

Stainless Steel 316L (SS316L) is widely used in orthopaedics due to its biocompatibility, affordability, ease of fabrication, adequate mechanical strength and corrosion resistance. Despite many benefits, the stiffness SS316L has been a significant cause for concern since it causes stress shielding implant failure. A potential solution orthopaedic implants lattice SS316L, which can be fabricated using laser powder bed fusion (LPBF) process. The development structures LPBF process allows scaffolds adhere, grow differentiate bone cells with specific properties suitable implants. study highlights different employed implants, mainly focusing on gyroid delves into fabrication structures. Compared traditional solid TPMS showed at least 30%–70% improvement weight reduction, reduced by 80%, material saving 10%–20% biocompatibility 50%–200% osseointegration. other porous metallic there was 10%–15% compressive tensile strengths. concerning strength-to-weight ratio 40% economically viable. review also influence various parameters biological attributes structures, emphasizing benefits their impact Orthopaedics sector. Furthermore, leveraging unique lattices, offers promising an affordable compatible alternative titanium orthopaedics.

Язык: Английский

Процитировано

0