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 3 of 3 for “"high dimensional chaotic dynamics"”.
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Long-range predictability of high-dimensional chaotic dynamics
This thesis concerns the long range prediction of high dimensional chaotic systems. To this end, I investigate the important relationship between predictability and non-uniformity of information loss throughout the state space of a chaotic system. I introduce a genetic algorithm to build predictive …
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Long range predictability of high dimensional chaotic dynamics
This thesis concerns the long range prediction of high dimensional chaotic systems. To this end, I investigate the important relationship between predictability and non-uniformity of information loss throughout the state space of a chaotic system. I introduce a genetic algorithm to build predictive …
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FINITE ELEMENT METHODS AND MACHINE LEARNING FOR SOME MULTI-PHASE PROBLEMS
… multi-scale, multi-physics processes with high dimensional chaotic dynamics is computationally expensive for many practical reasons. The necessity for developing a simulation and prediction strategy with high fidelity by only utilizing observational data highly increased over the last …