Results 281 to 290 of about 175,630 (355)

Locally Resonant Seismic Metamaterial with an Ultrawide and Ultralow-Frequency Bandgap Designed from Gyroid-Type Triply Periodic Minimal Surfaces

Weiwei Wang, Wei Guan, Xuan Zou
openalex   +1 more source

CrossMatAgent: AI‐Assisted Design of Manufacturable Metamaterial Patterns via Multi‐Agent Generative Framework

Advanced Intelligent Discovery, EarlyView.
CrossMatAgent is a multi‐agent framework that combines large language models and diffusion‐based generative AI to automate metamaterial design. By coordinating task‐specific agents—such as describer, architect, and builder—it transforms user‐provided image prompts into high‐fidelity, printable lattice patterns.
Jie Tian, Martin Taylor Sobczak, Dhanush Patil, Jixin Hou, Lin Pang, Arunachalam Ramanathan, Libin Yang, Xianyan Chen, Yuval Golan, Xiaoming Zhai, Hongyue Sun, Kenan Song, Xianqiao Wang   +12 more
wiley   +1 more source

Surrogate model for statics of fractional thin bar element and its equivalence with mass-spring metamaterial. [PDF]

Sci Rep
Szajek K, Sumelka W.
europepmc   +1 more source

Reflection, Transmission and Absorption Spectra of 1D Periodic Structure Containing Hyperbolic Metamaterial

Asish Kumar, Ratindra Gautam, Jeevitesh K. Rajput, Balraj Singh, Khem B. Thapa   +4 more
openalex   +1 more source

Deep Learning‐Assisted Design of Mechanical Metamaterials

Advanced Intelligent Discovery, EarlyView.
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong, Pu Wen, Zhiping Chai, Dunxuan Wu, Han Ding, Zhigang Wu   +5 more
wiley   +1 more source

Deep Learning-Based Inverse Design of Stochastic-Topology Metamaterials for Radar Cross Section Reduction. [PDF]

Materials (Basel)
Zhang C, Zou C, Guo S, Zhao Y, Shen T.
europepmc   +1 more source

Metamaterial-inspired reconfigurable series-fed arrays

, 2014
Bilal Ijaz
openalex   +1 more source

Re-Entrant Chiral Origami Metamaterials with Superior Compressive Stability

Haiying Yang, Haibao Lu, Yongqing Fu
openalex   +1 more source

Toward Knowledge‐Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human–AI Synergy

Advanced Intelligent Discovery, EarlyView.
This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu   +3 more
wiley   +1 more source

Bio-inspired material-structure-function integrated additive manufacturing of Al-based metamaterials with surpassing energy absorption. [PDF]

Sci Adv
He X, Li G, Zhang L, Huang Y, Xie B, Shi Z, Feng G, Liu W, Lyu F, Wang S, Yu Z, Luan J, Zhao C, Lu H, Hu X, Zhu Q, Lu J.   +16 more
europepmc   +1 more source