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  1. 12041

    Precious metal price prediction using deep neural networks by Peng, Zhiling

    Published 2021
    “…Therefore, how to predict the trend of the gold price effectively has been long concerned by researchers from many areas, and such prediction can be really helpful to control the risk of personal investment as well as adjust the national economic strategies in time. …”
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    Thesis-Master by Coursework
  2. 12042

    Speeding up deep neural network training with decoupled and analytic learning by Zhuang, Huiping

    Published 2021
    “…The BP requires a sequential passing of activations and gradients, which has been recognized as lockings (i.e., the forward, backward, and update lockings). …”
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    Thesis-Doctor of Philosophy
  3. 12043

    High-efficiency and durable inverted perovskite solar cells with thermally-induced phase-change electron extraction layer by Li, Xin, Meng, Yun, Liu, Ruizhe, Yang, Zhiyao, Zeng, Yan, Yi, Yuanping, Sha, Wei E. I., Long, Yi, Yang, Junyou

    Published 2021
    “…Reducing carrier recombination and facilitating charge extraction at the interface is of great significance to improve the device performance of perovskite solar cells (PSCs) towards commercial use. However, there has been little work done concerning transportation and recombination mechanism at the interface of the metal electrode and the electron transport layer in inverted PSCs. …”
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    Journal Article
  4. 12044

    Mechanistic investigation of electrostatic field-enhanced water evaporation by Fei, Jipeng, Ding, Bin, Koh, See Wee, Ge, Junyu, Wang, Xingli, Lee, Liquan, Sun, Zixu, Yao, Mengqi, Chen, Yonghao, Gao, Huajian, Li, Hong

    Published 2021
    “…Investigations on external electrostatic field (EEF)-enhanced liquid water evaporation have been reported decades ago, which suggest that molecular alignment and polarization tuned by EEF accelerating the phase change process could be responsible for EEF-enhanced water evaporation. …”
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    Journal Article
  5. 12045

    Ideal type-II Weyl points in topological circuits by Li, Rujiang, Lv, Bo, Tao, Huibin, Shi, Jinhui, Chong, Yidong, Zhang, Baile, Chen, Hongsheng

    Published 2022
    “…Although type-II WPs have unique spectral characteristics compared with type-I counterparts, ideal type-II WPs have not yet been reported because of a lack of an experimental platform with enough flexibility to produce strongly tilted dispersion bands. …”
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    Journal Article
  6. 12046
  7. 12047

    Learning hierarchical review graph representations for recommendation by Liu, Yong, Yang, Susen, Zhang, Yinan, Miao, Chunyan, Nie, Zaiqing, Zhang, Juyong

    Published 2022
    “…The user review data have been demonstrated to be effective in solving different recommendation problems. …”
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    Journal Article
  8. 12048

    High performance thin nonwovens for thermal insulation by Lou, Bi Ying

    Published 2022
    “…Hence, in this work, an effort had been made to create thin and light weight nonwovens with high thermal insulation performance. …”
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    Final Year Project (FYP)
  9. 12049

    Effect of geometric scaling on the microstructural development of selective laser melted metal parts by Ng, Angelin Shia Yin

    Published 2022
    “…This study discusses the effect of geometric scaling, delay time (i.e., the time it takes for the laser beam to jump from one scan vector to the adjacent scan vector, which is controlled by the jump speed), gas flow, and defocusing distance on microstructural development and mechanical properties of selective laser melted 316L stainless steel. 316L stainless steel has been used in various industries such as aerospace and petrochemical industries due to its superior properties such as very good corrosion resistance. …”
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    Final Year Project (FYP)
  10. 12050

    Video summarization of person of interest (POI) by Lit, Laura Pei Lin

    Published 2022
    “…Multiple state-of-the-art face detection, mask classification and face recognition models have been explored and integrated into the new pipeline to achieve this goal. …”
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    Final Year Project (FYP)
  11. 12051

    Structural performance and design of stainless steel gusset plate connections by Khine Myint Myat Thein

    Published 2022
    “…A numerical study on stainless steel open sections connected to gusset plate has been conducted and presented in this report. An experimental study using 16 test specimens for angle-to-gusset plate connection and 16 specimens for channel-to-gusset plate were observed as a benchmark for this research. …”
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    Final Year Project (FYP)
  12. 12052

    Perovskite metasurfaces with large superstructural chirality by Long, Guankui, Adamo, Giorgio, Tian, Jingyi, Klein, Maciej, Krishnamoorthy, Harish N. S., Feltri, Elena, Wang, Hebin, Soci, Cesare

    Published 2022
    “…Recent attempts to synthesize hybrid perovskites with large chirality have been hampered by large size mismatch and weak interaction between their structure and the wavelength of light. …”
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    Journal Article
  13. 12053

    Experimental and numerical investigations of press-braked stainless steel channel section beam-columns by Zhang, Lulu, Li, Shuai, Tan, Kang Hai, Zhao, Ou

    Published 2022
    “…The buckling behaviour and resistances of press-braked stainless steel channel section beam-columns under combined compression and minor-axis bending have been studied in the present paper through laboratory testing and numerical modelling. …”
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    Journal Article
  14. 12054

    Barium aluminate improved iron ore for the chemical looping combustion of syngas by Wang, Haiming, Dou, Xiaomin, Veksha, Andrei, Liu, Wen, Giannis, Apostolos, Ge, Liya, Lim, Teik-Thye, Lisak, Grzegorz

    Published 2022
    “…However, CLC of municipal solid waste (MSW) has been seldom reported. In this study, we investigated the CLC of simulated MSW-derived syngas using iron ore (IO)-based oxygen carriers (OCs). …”
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    Journal Article
  15. 12055

    Chromosome-level genome assembly of the diploid blueberry Vaccinium darrowii provides insights into its subtropical adaptation and cuticle synthesis by Cui, Fuqiang, Ye, Xiaoxue, Li, Xiaoxiao, Yang, Yifan, Hu, Zhubing, Overmyer, Kirk, Brosché, Mikael, Yu, Hong, Salojärvi, Jarkko

    Published 2022
    “…Vaccinium darrowii is a subtropical wild blueberry species that has been used to breed economically important southern highbush cultivars. …”
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    Journal Article
  16. 12056

    Label-free quantitative measurement of cardiovascular dynamics in a zebrafish embryo using frequency-comb-referenced-quantitative phase imaging by Boonruangkan, Jeeranan, Farrokhi, Hamid, Rohith, Thazhe Madam, Kwok, Samuel, Carney, Tom J., Su, Pei-Chen, Kim, Young-Jin

    Published 2022
    “…Approach: Quantitative phase imaging (QPI) has emerged as a powerful technique in the field of biomedicine but has not been actively applied to the monitoring of circulatory/cardiovascular parameters, due to dynamic speckles and low frame rates. …”
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    Journal Article
  17. 12057
  18. 12058

    Studies on the performance bounds and design of current-steering DACs by Chacón, Oscar Morales

    Published 2022
    “…With the exponential growth of data throughput in modern communication standards, e.g., fifth-generation (5G), DACs has been pushed to achieve direct frequency synthesis in the GHz-range with channel bandwidths preferably beyond 1 GHz. …”
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    Thesis-Doctor of Philosophy
  19. 12059
  20. 12060

    CRISPR/Cas9 RNP-assisted validation of palmarumycin biosynthetic gene cluster in Lophiotrema sp. F6932 by Gakuubi, Martin Muthee, Ching, Kuan Chieh, Munusamy, Madhaiyan, Wibowo, Mario, Lim, Chun Teck, Ma, Guang-Lei, Liang, Zhao-Xun, Kanagasundaram, Yoganathan, Ng, Siew Bee

    Published 2023
    “…Members of this genus have been isolated as endophytes from a wide range of host plants and also from plant debris within terrestrial and marine habitats, where they are thought to function as saprobes. …”
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    Journal Article