Pnictogen-halide semiconductors for photovoltaics by Liu, P

“…The emission spectra of indoor light sources are narrower and blue-shifted compared to the standard terrestrial outdoor AM 1.5G solar spectrum, which is the reference spectrum for standard testing of solar energy conversion systems, with a specified standard irradiance of 1000 W/m2[1]; AM stands for air mass coefficient. …”

Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…To deal with these problems, domain adaptation minimizes the distribution discrepancy between source domain (e.g. the original environment for training) and target domain (e.g. the new environment for testing). This thesis contributes to four novel algorithms for real-world domain adaptation scenarios. …”
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Origins of the long-range exciton diffusion in perovskite nanocrystal films : photon recycling vs exciton hopping by Giovanni, David, Righetto, Marcello, Zhang, Qiannan, Lim, Melvin Jia Wei, Ramesh, Sankaran, Sum, Tze Chien

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Graph representation learning by Zhang, Xinyi

“…In each work, we also discussed the performance of the learned graph representations in the corresponding applications such as graph classification, link prediction as well as the node classification, and the proposed methods show promising performance on almost all the tested applications and datasets.…”
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In-situ infrared spectroscopy studies of surface reactions over irradiated photocatalysts by Gong, Dangguo

“…Furthermore, while major efforts have been expended in materials synthesis, characterization and testing, spectroscopic investigations at the reactant/catalyst interfaces are sparse. …”
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