44 lines
913 B
TeX
44 lines
913 B
TeX
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\include{preamble}
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\include{commands}
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\title{Artificial Neural Networks Applied to Stochastic Monte Carlo as a Way to Approximate Modified Heat Equations, and Their Associated Parameters.}
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\author{Shakil Rafi}
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\begin{document}
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\maketitle
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\tableofcontents
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\part{On Convergence of Brownian Motion Monte Carlo}
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\include{Introduction}
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\include{Brownian_motion_monte_carlo}
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\include{u_visc_sol}
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\include{brownian_motion_monte_carlo_non_linear_case}
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\part{A Structural Description of Artificial Neural Networks}
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\include{neural_network_introduction}
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\include{ann_product}
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\include{modified_mlp_associated_nn}
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\include{ann_first_approximations}
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\part{A deep-learning solution for $u$ and Brownian motions}
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\include{ann_rep_brownian_motion_monte_carlo}
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\include{conclusions-further-research}
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\nocite{*}
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\singlespacing
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\bibliography{main.bib}
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\bibliographystyle{apa}
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\include{appendices}
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\end{document}
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