A robust low data solution: dimension prediction of semiconductor nanorods

no code implementations • 27 Oct 2020 • Xiaoli Liu, Yang Xu, Jiali Li, Xuanwei Ong, Salwa Ali Ibrahim, Tonio Buonassisi, Xiaonan Wang

Deep neural network is further applied to develop regression model which demonstrated the well performed prediction on both the original and generated data with a similar distribution.

regression

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

1 code implementation • 15 May 2020 • Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh, Felipe Oviedo, Guangzong Xing, Jiali Li, Qiaohao Liang, Ruiming Zhu, Armin G. Aberle, Shijing Sun, Xiaonan Wang, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi

Realizing general inverse design could greatly accelerate the discovery of new materials with user-defined properties.

Surface Defect Saliency of Magnetic Tile

1 code implementation • 24 Aug 2018 • Yibin Huang, Congying Qiu, Yue Guo, Xiaonan Wang, and Kui Yuan

Vision-based detection on surface defects has long postulated in the magnetic tile automation process.

Anomaly Detection Defect Detection +1