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physics.app-ph2018★ 1 cited
Anti-fatigue-fracture hydrogels
Shaoting Lin, Xinyue Liu, Ji Liu +8
The emerging applications of hydrogels in devices and machines require these soft materials to maintain robustness under cyclic mechanical loads. Whereas hydrogels have been made t…
physics.data-an2018
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
Felipe Oviedo, Zekun Ren, Shijing Sun +9
X-ray diffraction (XRD) data acquisition and analysis is among the most time-consuming steps in the development cycle of novel thin-film materials. We propose a machine-learning-en…
cond-mat.mtrl-sci2018
Local Strain Heterogeneity Influences the Optoelectronic Properties of Halide Perovskites
Timothy W. Jones, Anna Osherov, Mejd Alsari +18
Halide perovskites are promising semiconductors for inexpensive, high-performance optoelectronics. Despite a remarkable defect tolerance compared to conventional semiconductors, pe…