Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Data-driven Identification"”.
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Isolation of Cellulose Nanocrystals: Data-Driven Identification of Key Factors Affecting Yield and Morphology
… but also their surface charge and morphology. A database was compiled from literature data and revealed to contain a bias in reported yields due to the frequent absence of a phase separation method in optimisation studies. Despite this, the dataset enabled the training of a neural network model …
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Data-driven system identification of strongly nonlinear modal interactions and model updating of nonlinear dynamical systems
… and experimental observation. While linear identification tools are well-established, practicing engineers face significant barriers when identifying and constructing reduced-order models of the dynamics of nonlinear dynamical systems; the reason is that, typically, nonlinearities introduce …
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A DE NOVO COMPUTATIONAL DISCOVERY PLATFORM FROM RNA TO PROTEIN
Data-driven identification and functional characterization of human transcripts and proteins remain challenging tasks in the post-genomics era. Transcriptional and post-transcriptional regulation mechanisms hugely increase RNA isoform diversity, while their contribution to protein synthesis remains …
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On data-driven modelling and terminal sliding mode control of dynamic systems with applications
… main content is divided into three parts, namely data-driven identification, fast terminal sliding mode control alongside underactuated crane control, and robotic pointing system for thermoelastic stress analysis (TSA). The first part is devoted to system modelling. A dynamic model can be …