标题
Deep Learning-Accelerated Designs of Tunable Magneto-Mechanical Metamaterials
作者
关键词
-
出版物
ACS Applied Materials & Interfaces
Volume 14, Issue 29, Pages 33892-33902
出版商
American Chemical Society (ACS)
发表日期
2022-07-14
DOI
10.1021/acsami.2c09052
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Bioinspired, Simulation‐Guided Design of Polyhedron Metamaterial for Simultaneously Efficient Heat Dissipation and Energy Absorption
- (2022) Zhi Zhang et al. Advanced Materials Technologies
- Pragmatic generative optimization of novel structural lattice metamaterials with machine learning
- (2021) Anthony P. Garland et al. MATERIALS & DESIGN
- Stretchable origami robotic arm with omnidirectional bending and twisting
- (2021) Shuai Wu et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Machine Learning‐Evolutionary Algorithm Enabled Design for 4D‐Printed Active Composite Structures
- (2021) Xiaohao Sun et al. ADVANCED FUNCTIONAL MATERIALS
- Multifunctional Metamaterials for Energy Harvesting and Vibration Control
- (2021) Xianchen Xu et al. ADVANCED FUNCTIONAL MATERIALS
- Deterministic Self-Morphing of Soft-Stiff Hybridized Polymeric Films for Acoustic Metamaterials
- (2020) Heng Deng et al. ACS Applied Materials & Interfaces
- Designing complex architectured materials with generative adversarial networks
- (2020) Yunwei Mao et al. Science Advances
- Detection of multiple complicated flaw clusters by dynamic variable-node XFEM with a three-step detection algorithm
- (2020) Chunping Ma et al. EUROPEAN JOURNAL OF MECHANICS A-SOLIDS
- Supervised learning through physical changes in a mechanical system
- (2020) Menachem Stern et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Inverse-designed spinodoid metamaterials
- (2020) Siddhant Kumar et al. npj Computational Materials
- Magnetic Multimaterial Printing for Multimodal Shape Transformation with Tunable Properties and Shiftable Mechanical Behaviors
- (2020) Chunping Ma et al. ACS Applied Materials & Interfaces
- Magneto‐Mechanical Metamaterials with Widely Tunable Mechanical Properties and Acoustic Bandgaps
- (2020) S. Macrae Montgomery et al. ADVANCED FUNCTIONAL MATERIALS
- Repeatable and Reprogrammable Shape Morphing from Photoresponsive Gold Nanorod/Liquid Crystal Elastomers
- (2020) Yuchen Wang et al. ADVANCED MATERIALS
- Reprogrammable shape morphing of magnetic soft machines
- (2020) Yunus Alapan et al. Science Advances
- Deep learning for plasticity and thermo-viscoplasticity
- (2020) Diab W. Abueidda et al. INTERNATIONAL JOURNAL OF PLASTICITY
- Machine-learning Based Design of Active Composite Structures for 4D Printing
- (2019) Craig Hamel et al. Smart Materials and Structures
- High-efficiency, large-area, topology-optimized metasurfaces
- (2019) Thaibao Phan et al. Light-Science & Applications
- Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy
- (2019) Wei Ma et al. ADVANCED MATERIALS
- Multi-functional soft-bodied jellyfish-like swimming
- (2019) Ziyu Ren et al. Nature Communications
- Ferromagnetic soft continuum robots
- (2019) Yoonho Kim et al. Science Robotics
- Symmetry-Breaking Actuation Mechanism for Soft Robotics and Active Metamaterials
- (2019) Shuai Wu et al. ACS Applied Materials & Interfaces
- Prediction and optimization of mechanical properties of composites using convolutional neural networks
- (2019) Diab W. Abueidda et al. COMPOSITE STRUCTURES
- Nanomagnetic encoding of shape-morphing micromachines
- (2019) Jizhai Cui et al. NATURE
- Shape-shifting structured lattices via multimaterial 4D printing
- (2019) J. William Boley et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Magnetic Shape Memory Polymers with Integrated Multifunctional Shape Manipulation
- (2019) Qiji Ze et al. ADVANCED MATERIALS
- Origami-inspired, on-demand deployable and collapsible mechanical metamaterials with tunable stiffness
- (2018) Zirui Zhai et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Exploiting negative Poisson's ratio to design 3D-printed composites with enhanced mechanical properties
- (2018) Tiantian Li et al. MATERIALS & DESIGN
- Printing ferromagnetic domains for untethered fast-transforming soft materials
- (2018) Yoonho Kim et al. NATURE
- Small-scale soft-bodied robot with multimodal locomotion
- (2018) Wenqi Hu et al. NATURE
- Observation of Nonreciprocal Wave Propagation in a Dynamic Phononic Lattice
- (2018) Yifan Wang et al. PHYSICAL REVIEW LETTERS
- Field responsive mechanical metamaterials
- (2018) Julie A. Jackson et al. Science Advances
- Mechanics of hard-magnetic soft materials
- (2018) Ruike Zhao et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Lattice Metamaterials with Mechanically Tunable Poisson’s Ratio for Vibration Control
- (2017) Yanyu Chen et al. Physical Review Applied
- Sequential self-folding of polymer sheets
- (2017) Ying Liu et al. Science Advances
- Direct 4D printing via active composite materials
- (2017) Zhen Ding et al. Science Advances
- Broadband diffusion metasurface based on a single anisotropic element and optimized by the Simulated Annealing algorithm
- (2016) Yi Zhao et al. Scientific Reports
- Selective buckling via states of self-stress in topological metamaterials
- (2015) Jayson Paulose et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A multiscale flaw detection algorithm based on XFEM
- (2014) Hao Sun et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- Harnessing Buckling to Design Tunable Locally Resonant Acoustic Metamaterials
- (2014) Pai Wang et al. PHYSICAL REVIEW LETTERS
- Origami based Mechanical Metamaterials
- (2014) Cheng Lv et al. Scientific Reports
- Synthesis design of artificial magnetic metamaterials using a genetic algorithm
- (2008) P. Y. Chen et al. OPTICS EXPRESS
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