Mostrando 5 resultados de: 5
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ASME 2020 15th International Manufacturing Science and Engineering Conference, MSEC 2020(3)
Additive Manufacturing(1)
Journal of Computing and Information Science in Engineering(1)
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scopus(5)
A machine learning approach to model the electrospinning process of biocompatible materials
Conference ObjectAbstract: Electrospinning is a manufacturing technique that can produce microfibers and nanofibers from polymePalabras claves:Biocompatible Materials, Electrospinning, In-Situ Measurement, Machine learning, Process modelingAutores:Juan Diego Toscano, Li Z., Luis Javier Segura, Sun H.Fuentes:scopusNearest Neighbor Gaussian Process Emulation for Multi-Dimensional Array Responses in Freeze Nano 3D Printing of Energy Devices
ArticleAbstract: Energy 3D printing processes have enabled the manufacturing of energy storage devices with complex sPalabras claves:energy 3D printing, freeze nano printing, machine learning for engineering applications, multi-dimensional array response emulation, nearest neighbor Gaussian processAutores:Luis Javier Segura, Sun H., Zhao G., Zhou C.Fuentes:scopusUnsupervised learning for the droplet evolution pbkp_rediction and process dynamics understanding in inkjet printing
ArticleAbstract: Droplet jetting behavior largely determines the final drop deposition quality in the inkjet printingPalabras claves:Deep recurrent neural network (DRNN), Inkjet printing, Latent space decoding, unsupervised learning, Video pbkp_redictionAutores:Huang J., Luis Javier Segura, Sun H., Wang T., Zhao G., Zhou C.Fuentes:scopusSketch-based tensor decomposition for non-parametric monitoring of electrospinning processes
Conference ObjectAbstract: Electrospinning is a promising process to fabricate functional parts from macrofibers and nanofibersPalabras claves:Biocompatible Materials, Electrospinning, Nonparametric Multivariate Control Chart, Tensor Sketch, Video monitoringAutores:Christian Narváez-Muñoz, Luis Javier Segura, Sun H., Zhou C.Fuentes:scopusSpatiotemporal fusion network for the droplet behavior recognition in inkjet printing
Conference ObjectAbstract: Inkjet 3D printing has broad applications in areas such as health and energy due to its capability tPalabras claves:Inkjet printing, Process monitoring, Spatiotemporal fusion networkAutores:Huang J., Joshi G.S., Luis Javier Segura, Sun H., Wang T., Zhou C.Fuentes:scopus