A machine learning workflow for 4D printing: understand and predict morphing behaviors of printed active structures
出版年份 2020 全文链接
标题
A machine learning workflow for 4D printing: understand and predict morphing behaviors of printed active structures
作者
关键词
-
出版物
Smart Materials and Structures
Volume 30, Issue 1, Pages 015028
出版商
IOP Publishing
发表日期
2020-11-07
DOI
10.1088/1361-665x/abc836
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。- Four-dimensional micro-building blocks
- (2020) T.-Y. Huang et al. Science Advances
- Rapid Identification of X-ray Diffraction Patterns Based on Very Limited Data by Interpretable Convolutional Neural Networks
- (2020) Hong Wang et al. Journal of Chemical Information and Modeling
- Bandgap prediction by deep learning in configurationally hybridized graphene and boron nitride
- (2019) Yuan Dong et al. npj Computational Materials
- Machine-learning Based Design of Active Composite Structures for 4D Printing
- (2019) Craig Hamel et al. Smart Materials and Structures
- Machine Learning Assisted Synthesis of Metal–Organic Nanocapsules
- (2019) Yunchao Xie et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Closed-loop 4D-printed soft robots
- (2019) Ali Zolfagharian et al. MATERIALS & DESIGN
- High speed 4D printing of shape memory polymers with nanosilica
- (2019) Yu Ying Clarrisa Choong et al. Applied Materials Today
- Triple shape memory polymers by 4D printing
- (2018) M Bodaghi et al. Smart Materials and Structures
- Enhanced multimaterial 4D printing with active hinges
- (2018) Saeed Akbari et al. Smart Materials and Structures
- 4D printing of a self-morphing polymer driven by a swellable guest medium
- (2018) Jheng-Wun Su et al. Soft Matter
- An instant responsive polymer driven by anisotropy of crystal phases
- (2018) Heng Deng et al. Materials Horizons
- Accelerating the discovery of materials for clean energy in the era of smart automation
- (2018) Daniel P. Tabor et al. Nature Reviews Materials
- Machine learning for molecular and materials science
- (2018) Keith T. Butler et al. NATURE
- Printing ferromagnetic domains for untethered fast-transforming soft materials
- (2018) Yoonho Kim et al. NATURE
- Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment
- (2018) Grace X. Gu et al. Materials Horizons
- Advances in 4D Printing: Materials and Applications
- (2018) Xiao Kuang et al. ADVANCED FUNCTIONAL MATERIALS
- 4D Printing based piezoelectric composite for medical applications
- (2018) Daniel Grinberg et al. JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS
- Cardiac 3D Printing and its Future Directions
- (2017) Marija Vukicevic et al. JACC-Cardiovascular Imaging
- 4D printing of high performance shape memory polymer using stereolithography
- (2017) Yu Ying Clarrisa Choong et al. MATERIALS & DESIGN
- Computationally Designed 3D Printed Self-Expandable Polymer Stents with Biodegradation Capacity for Minimally Invasive Heart Valve Implantation: A Proof-of-Concept Study
- (2017) María Sol Cabrera et al. 3D Printing and Additive Manufacturing
- Direct 4D printing via active composite materials
- (2017) Zhen Ding et al. Science Advances
- Programmable Deployment of Tensegrity Structures by Stimulus-Responsive Polymers
- (2017) Ke Liu et al. Scientific Reports
- Direct-Write Fabrication of 4D Active Shape-Changing Structures Based on a Shape Memory Polymer and Its Nanocomposite
- (2016) Hongqiu Wei et al. ACS Applied Materials & Interfaces
- Ultrafast Digital Printing toward 4D Shape Changing Materials
- (2016) Limei Huang et al. ADVANCED MATERIALS
- Biomimetic 4D printing
- (2016) A. Sydney Gladman et al. NATURE MATERIALS
- Four-Dimensional Printing Hierarchy Scaffolds with Highly Biocompatible Smart Polymers for Tissue Engineering Applications
- (2016) Shida Miao et al. TISSUE ENGINEERING PART C-METHODS
- 4D printing smart biomedical scaffolds with novel soybean oil epoxidized acrylate
- (2016) Shida Miao et al. Scientific Reports
- Implantation of customized 3-D printed titanium prosthesis in limb salvage surgery: a case series and review of the literature
- (2015) Hongbin Fan et al. World Journal of Surgical Oncology
- Sequential Self-Folding Structures by 3D Printed Digital Shape Memory Polymers
- (2015) Yiqi Mao et al. Scientific Reports
- Nonparametric Tests for Comparing Several Coefficients of Variation
- (2014) Reem Al-Jarallah et al. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
- A finite deformation thermomechanical constitutive model for triple shape polymeric composites based on dual thermal transitions
- (2014) Qi Ge et al. INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
- 3D Printing for the Rapid Prototyping of Structural Electronics
- (2014) Eric Macdonald et al. IEEE Access
- A Tissue-Like Printed Material
- (2013) G. Villar et al. SCIENCE
- Osteoconduction and osteoinduction of low-temperature 3D printed bioceramic implants
- (2007) P HABIBOVIC et al. BIOMATERIALS
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