Applied Mathematics Theses and Dissertations

Theses and Dissertations for the Applied Mathematics department.

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Description:: nheritable differences in DNA sequence are a major focus of the genetic community, as such differences are known to play a role in phenotypic variation, …
Year:: 2014
Contributor:: Schuster, Jessica S (creator); Lawrence, Charles (Director); Thompson, William (Reader); Padbury, James (Reader); Brown University. Applied Mathematics (sponsor)
Genre:: theses
Subject:: Compuational Biology; Stochastic Context Free; High-Dimensional Inference; Computational biology
Language:: English
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Fluids play a key role in the mechanics of cells and the soft-matter structures composing them; from the movement of molecules such as amino acids …
Year:: 2018
Contributor:: Bowman, Clark Michael Riordan (creator); Matzavinos, Anastasios (Advisor); Stein, Derek (Reader); Chaplain, Mark (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: High performance computing; Computational fluid dynamics; Nanofluids; Soft Matter; Computational biology; Uncertainty--Mathematical models
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Abstract of Data-Driven Mathematical Analysis with Applications in Dynamical Systems, Biology, and Social Justice, by Rebecca Santorella Ph.D., Brown University, May 2022. As data becomes …
Year:: 2022
Contributor:: Santorella, Rebecca (creator); Sandstede, Bjorn (Advisor); Singh, Ritambhara (Reader); Harrison, Matthew (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: Applied mathematics; dynamical systems; Computational biology; Fair Machine Learning; federal sentencing; data science
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Despite the enormous amount of biological variation and technical uncertainty in sequence data, most phylogenetic workflows propagate a single point estimate throughout the numerous analysis …
Year:: 2018
Contributor:: Guang, August (creator); Lawrence, Charles (Advisor); Dunn, Casey (Reader); Lewis, Paul (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: HIV/AIDS; Probability; Computational biology; Phylogeny
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: As data structures become larger and more complex, methods of data analysis must evolve to harness the most accurate insights. Inspired by the challenges presented …
Year:: 2024
Contributor:: Winn-Nunez, Emily Taylor (creator); Crawford, Lorin (Advisor); Sandstede, Bjorn (Reader); Wong, Ian (Reader); Brown University. Department of Applied Mathematics (sponsor)
Genre:: theses
Subject:: Machine Learning; Applied mathematics; Shape; Computational biology; nonlinear model fitting; topological data analysis; Quantitative genetics; Bayesian Statistics; Computational modeling; Generative Models; Shapes; Ranking and selection (Statistics)
Collection:: Applied Mathematics; Theses and Dissertations

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