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  1. 5461

    Neural combinatorial optimization: from routing to integer programming by Wu, Yaoxin

    Published 2022
    “…However, most COPs are difficult to solve exactly owing to their NP-hardness. Heuristics thus are often leveraged as a popular class of optimization methods to solve COPs. …”
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    Thesis-Doctor of Philosophy
  2. 5462

    Towards practical data-driven predictive maintenance: a robust and generalizable deep learning approach by Mohamed Ragab Mohamad Adam

    Published 2022
    “…The focus of this thesis is on two main tasks of predictive maintenance: fault diagnosis and fault prognosis (i.e., Remaining Useful Life Estimation (RUL)) tasks. The thesis' contributions are structured according to the predictive maintenance tasks. …”
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    Thesis-Doctor of Philosophy
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