标题
Accelerating Auxetic Metamaterial Design with Deep Learning
作者
关键词
-
出版物
ADVANCED ENGINEERING MATERIALS
Volume -, Issue -, Pages 1901266
出版商
Wiley
发表日期
2019-12-17
DOI
10.1002/adem.201901266
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。- Machine learning for composite materials
- (2019) Chun-Teh Chen et al. MRS Communications
- Using convolutional neural networks to predict composite properties beyond the elastic limit
- (2019) Charles Yang et al. MRS Communications
- Architected metamaterials with tailored 3D buckling mechanisms at the microscale
- (2019) Zacharias Vangelatos et al. Extreme Mechanics Letters
- Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials
- (2018) Wei Ma et al. ACS Nano
- Predicting the 3D fatigue crack growth rate of small cracks using multimodal data via Bayesian networks: In-situ experiments and crystal plasticity simulations
- (2018) Andrea Rovinelli et al. JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
- Materials-by-design: computation, synthesis, and characterization from atoms to structures
- (2018) Jingjie Yeo et al. PHYSICA SCRIPTA
- Auxetic metamaterials and structures: a review
- (2018) Xin Ren et al. Smart Materials and Structures
- Behavior of auxetic structures under compression and impact forces
- (2018) Chulho Yang et al. Smart Materials and Structures
- Comparison results for eigenvalues of curl curl operator and Stokes operator
- (2018) Zhibing Zhang ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND PHYSIK
- Multi-material Additive Manufacturing of Metamaterials with Giant, Tailorable Negative Poisson’s Ratios
- (2018) Da Chen et al. Scientific Reports
- Exploiting the Dynamics of Soft Materials for Machine Learning
- (2018) Kohei Nakajima et al. Soft Robotics
- Exploiting negative Poisson's ratio to design 3D-printed composites with enhanced mechanical properties
- (2018) Tiantian Li et al. MATERIALS & DESIGN
- Using machine learning and a data-driven approach to identify the small fatigue crack driving force in polycrystalline materials
- (2018) Andrea Rovinelli et al. npj Computational Materials
- Design and modeling of a soft robotic surface with hyperelastic material
- (2018) Lisha Chen et al. MECHANISM AND MACHINE THEORY
- Stiff auxetics: Hierarchy as a route to stiff, strong lattice based auxetic meta-materials
- (2018) D. Rayneau-Kirkhope Scientific Reports
- Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment
- (2018) Grace X. Gu et al. Materials Horizons
- Multi-material 3D printed mechanical metamaterials: Rational design of elastic properties through spatial distribution of hard and soft phases
- (2018) M. J. Mirzaali et al. APPLIED PHYSICS LETTERS
- Mechanical Design of Antichiral-Reentrant Hybrid Intravascular Stent
- (2018) Xiao Li Ruan et al. International Journal of Applied Mechanics
- Printing nature: Unraveling the role of nacre's mineral bridges
- (2017) Grace X. Gu et al. Journal of the Mechanical Behavior of Biomedical Materials
- Analogies across auxetic models based on deformation mechanism
- (2017) Teik-Cheng Lim Physica Status Solidi-Rapid Research Letters
- Large Shape Transforming 4D Auxetic Structures
- (2017) Marius Wagner et al. 3D Printing and Additive Manufacturing
- 3D Printed Chiral Cellular Solids with Amplified Auxetic Effects Due to Elevated Internal Rotation
- (2016) Yunyao Jiang et al. ADVANCED ENGINEERING MATERIALS
- Three Decades of Auxetics Research − Materials with Negative Poisson's Ratio: A Review
- (2016) Krishna Kumar Saxena et al. ADVANCED ENGINEERING MATERIALS
- Effect of poisson's ratio on functionally graded cellular structures
- (2016) Qing-Tian Deng et al. Materials Express
- Soft Actuation of Structured Cylinders through Auxetic Behavior
- (2015) Arnaud Lazarus et al. ADVANCED ENGINEERING MATERIALS
- Printing mesoscale architectures
- (2015) Jordan R. Raney et al. MRS BULLETIN
- Design, fabrication and control of soft robots
- (2015) Daniela Rus et al. NATURE
- Soft network composite materials with deterministic and bio-inspired designs
- (2015) Kyung-In Jang et al. Nature Communications
- Review of Mechanics and Applications of Auxetic Structures
- (2014) Mariam Mir et al. Advances in Materials Science and Engineering
- Seeing auxetic materials from the mechanics point of view: A structural review on the negative Poisson’s ratio
- (2012) Yunan Prawoto COMPUTATIONAL MATERIALS SCIENCE
- Design of Auxetic Structures via Mathematical Optimization
- (2011) J. Schwerdtfeger et al. ADVANCED MATERIALS
- Gmsh: A 3-D finite element mesh generator with built-in pre- and post-processing facilities
- (2009) Christophe Geuzaine et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
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