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 6 of 6 for “"sequential experimental design"”.
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Probabilistic user modelling methods for improving human-in-the-loop machine learning for prediction
… a unified probabilistic model and then perform sequential probabilistic inference on the joint model to design improved interaction. The thesis contributes on two types of prediction tasks. The first task is expert knowledge elicitation for high-dimensional prediction. Experts in a field usually …
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Some topics in sequential analysis
The student, Yanglei Song, accepted the attached license on 2019-04-05 at 12:15.
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Modeling based process development of fed-batch bioprocesses: L-valine production by Corynebacterium glutamicum
… experiments. Models can be fitted to the experimental data and the accuracy of the parameter estimates can be regarded. Also the accuracy of the model fit can be addressed and the different models can be compared. Importantly, the programs also provide options for the design of informative …
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BAYESIAN SEQUENTIAL OPTIMAL EXPERIMENTAL DESIGN FOR INVERSE PROBLEMS USING DEEP REINFORCEMENT LEARNING
We perform a comprehensive study on Bayesian sequential optimal experimental design techniquesapplied to inverse problems. We transform the Bayesian sequential optimal experimental design problem into a reinforcement learning problem to gauge the power of recent deep reinforcement learning …
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Statistical Methods For Kinetic Modeling Of Fischer Tropsch Synthesis On A Supported Iron Catalyst
… catalyst using advanced statistical methods for experimental design and analysis. A high surface area alumina, modified by the addition of approximately 2 wt% lanthanum, was impregnated with approximately 20 wt% Fe and 1% Pt in a two step procedure. Approximately 10 wt% Fe and 0.5 wt% Pt was …