Incorporating sensor measurements using data assimilation and machine learning to improve the accuracy of thermal finite element models

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The modelling of IR emission spectra and solid rocket motor parameters using neural networks and partial least squares by Hamp, Niko

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Analysing modelled nearshore wave climate variability and change as relevant to the traditional handline fishery of the South African South Coast by Lyttle, Casey Tara

“…Wind (speed and direction) and swell (significant wave height, peak wave direction and period) outputs from the WaveWatch III model (provided by National Centre of Environmental Prediction, US) were used as boundary conditions. …”
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Water use of mature pecan orchards under semi-arid conditions

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Optimizing wastewater treatment sampling strategies through Markov Chain Monte Carlo Bayesian inference in Activated Sludge Model No. 3 by Van den Berg, Ruan

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Dynamic HIV/AIDS parameter estimation with Applications

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Kleinvoet: a spatially-distributed temporally-synchronised infrasonic recorder by Geldenhuys, Christiaan

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Estimation of healthy bone shape and density distribution from partial inputs for implant design by Kramer, D. P.

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Finite mixture of factorization machines

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Integrating Bayesian network structure into normalizing flows and variational autoencoders by Mouton, Jacobie

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A Bayesian extreme value approach to the optimal reinsurance problem in a multivariate risk setting by Steenkamp, Shaun Francois

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Array completion methods for thermodynamic data generation by Middleton, Francesca

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Bayesian learning of regularized Gaussian graphical networks

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A knowledge management framework to grow innovation capability maturity by Esterhuizen, Denele

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Low-resource image captioning by Du Plessis, Mikkel

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Efficient computation of shifted linear systems of equations with application to PDEs by Eneyew, Eyaya Birara

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Open-ended text generation in isiZulu: decoding strategies for a morphologically rich low-resource language by Pedlar, Victoria

“…The Transformer with Entmax Loss, a novel sparse language model, reached maximum diversity with ↵-Entmax sampling at ↵ = 1.2. …”
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On the subtropical front in the South Atlantic Ocean by Funke, Michael

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Automatic sub-word unit discovery and pronunciation lexicon induction for automatic speech recognition with application to under-resourced languages by Agenbag, Wiehan

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Generalised Markovian analysis of timed transition systems by Knottenbelt, William John

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