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2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings(1)
ASME 2020 15th International Manufacturing Science and Engineering Conference, MSEC 2020(1)
Additive Manufacturing(1)
Journal of Computing and Information Science in Engineering(1)
Journal of Manufacturing Science and Engineering(1)
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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:scopusDeformation analysis of 3D printed metacarpophalangeal and interphalangeal joints via transfer learning
Conference ObjectAbstract: A cast/brace is a tight garment that restricts the movement and provides support to an injured zone.Palabras claves:Autores:Christian Oswaldo Segura-Sangucho, Hajifar S., Juan Diego Toscano, Luis Javier Segura, Sun H.Fuentes:scopusMulticlass Reinforced Active Learning for Droplet Pinch-Off Behaviors Identification in Inkjet Printing
ArticleAbstract: Inkjet printing (IJP) is one of the promising additive manufacturing techniques that yield many innoPalabras claves:additive manufacturing, Inspection, Quality controlAutores:Li Y., Li Z., Luis Javier Segura, Sun H., Zhou C.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:scopusKalman filter implementation in a working cell to classify parts that are in motion
Conference ObjectAbstract: In this article, the efficiency of Kalman's filter to classify moving parts is shown. A SCARA robotPalabras claves:Kalman's filter, SCARA robot, Working cellAutores:David Loza, Hugo Salazar, Luis Javier Segura, Paola Montúfar, Wilbert G. AguilarFuentes:googlescopusUnsupervised 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:scopus