Cognitive Nests: Nested Data-Driven Decision Support System in Regenerative Design from Biology to Ecology [0.03%]
认知巢穴：再生设计中的嵌套数据驱动决策支持系统（从生物学至生态学）
Parichehr Goodarzi,Farahbod Heidari,Katia Zolotovsky et al.
Parichehr Goodarzi et al.
Regenerative design lies on synergistic relationship between sociocultural and ecological systems, which can enable revolutionary boundaries for designing decision-making frameworks. Transitioning to regenerative design as a manifestation o...
Four-Dimensional Multistep Vertical Printing for Hygroresponsive Shape Change with Nonplanar Rest-State Geometries [0.03%]
具有非平面初始构型的含湿响应性形状变化的四维多步垂直打印法
Giulia Pelliccia,Fabio Bianconi,Marco Filippucci et al.
Giulia Pelliccia et al.
Four-dimensional printing (4DP) via fused deposition modeling has been used to create hygromorphic biocomposite actuators through wood polymer composite (WPC) filaments. The shape-change transformation of the 4DP composite mechanism is prep...
An Image-Based Transfer Learning Approach for Using In Situ Processing Data to Predict Laser Powder Bed Fusion Additively Manufactured Ti-6Al-4V Mechanical Properties [0.03%]
用于预测激光粉末床熔融增材制造的Ti-6Al-4V机械性能的基于图像的迁移学习方法
Qixiang Luo,John D Shimanek,Timothy W Simpson et al.
Qixiang Luo et al.
The mitigation of material defects from additive manufacturing (AM) processes is critical to reliability in their fabricated parts and is enabled by modeling the complex relations between available build monitoring signals and final mechani...
Multi-Image Fusion-Based Defect Detection Method for Real-Time Monitoring of Recoating in Ceramic Additive Manufacturing [0.03%]
基于多图像融合的陶瓷增材制造重涂过程缺陷检测方法研究
Xinjian Jia,Tongcai Wang,Yizhe Yang et al.
Xinjian Jia et al.
Vat photopolymerization is characterized by its high precision and efficiency, making it a highly promising technique in ceramic additive manufacturing. However, the process faces a significant challenge in the form of recoating defects, ne...
From Words to Worlds: Exploring Generative 3D Models in Design and Fabrication [0.03%]
从文字到世界：探索设计和制造中的生成式三维模型
Valdemar Danry,Cenk Guzelis,Lingdong Huang et al.
Valdemar Danry et al.
The integration of artificial intelligence (AI) into the design and fabrication process has opened up novel pathways for producing custom objects and altered the traditional creative workflow. In this article, we present Depthfusion, a nove...
Predicting Linear Dimensional Accuracy of Material Extrusion Parts in Dependence of Process Parameters Using Neural Networks Optimized by an Evolutionary Algorithm [0.03%]
使用进化算法优化的神经网络预测基于工艺参数的材料挤出零件的线性尺寸精度
Carsten Schmidt,Jonas Funk,Rainer Griesbaum et al.
Carsten Schmidt et al.
Material extrusion (MEX) enables the economical manufacturing of complex parts and small lot sizes. The quality of the additive manufactured parts is significantly influenced by process parameters, which are defined beforehand. However, the...
Smooth Like Butter: Evaluating Multi-lattice Transitions in Property-Augmented Latent Spaces [0.03%]
如黄油般顺滑：评估属性增强潜在空间中的多晶格转换
Martha Baldwin,Nicholas A Meisel,Christopher McComb
Martha Baldwin
Additive manufacturing has revolutionized structural optimization by enhancing component strength and reducing material requirements. One approach used to achieve these improvements is the application of multi-lattice structures, where the ...
Expert System for Online Defect Detection in Medical Devices Produced by Electron Beam Melting Using Layer-by-Layer Optical Images [0.03%]
基于逐层光学图像的电子束熔化医疗器械在线缺陷检测专家系统
Amedeo Franco Bonatti,Francesco Domenico Meringolo,Ilaria Tubertini et al.
Amedeo Franco Bonatti et al.
The implementation of online, nondestructive quality control (QC) solutions is a key aspect to consider especially in medical device manufacturing, where the production process should comply to relevant quality-related standards to guarante...
Design Optimization of a 3D Microfluidic Channel System for Biomedical Applications [0.03%]
用于生物医学应用的三维微流控通道系统的结构优化
Radita Tyas Atsani Susanto,Brijesh Patel,Yu-Sheng Hsiao et al.
Radita Tyas Atsani Susanto et al.
Microfluidic channel systems can be used for various biomedical applications, including drug administration, wound healing, cell culture research, and many others. A 3D microfluidic channel system has enormous potential over conventional mi...
Parameter Optimization and Precision Control of Water-Soluble Support Cores for Hollow Composite Castings Fabricated by Slurry Microextrusion Direct Forming Method [0.03%]
基于悬浮微挤出近净成形工艺的空心铸件水溶芯参数优化及精度控制研究
Jiefei Huang,Fuchu Liu,Yingpeng Mu et al.
Jiefei Huang et al.
The optimization of slurry content and forming process parameters has a significant effect in slurry microextrusion direct forming method. In this article, magnesium sulfate monohydrate (MgSO4) and polyvinylpyrrolidone (PVP) were used as ra...