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Add a little verbiage

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Joshua Coles 2024-06-05 18:28:46 +01:00
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experiences.tex
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@ -12,7 +12,7 @@
{University of Bath} {University of Bath}
{My project focused on incorporating Lagrangian Mechanics into physics-informed neural networks. My key contributions include, {My project focused on incorporating Lagrangian Mechanics into physics-informed neural networks. My key contributions include,
\begin{itemize}[itemsep=-2pt,topsep=2pt] \begin{itemize}[itemsep=-2pt,topsep=2pt]
\item Writing the core physics procedures in JAX to improve correctness and to allow for their use in loss functions and reducing runtimes by $10^4$. \item Writing the core physics procedures in JAX to improve correctness and to allow for their use in loss functions and reducing runtimes by a factor of $10^4$.
\item Creating and optimising physics informed loss functions for speed and utility in training. \item Creating and optimising physics informed loss functions for speed and utility in training.
\end{itemize} \end{itemize}
The completed report can be found \href{https://files.joshuacoles.me/final-year-report.pdf}{\underline{here}}. The completed report can be found \href{https://files.joshuacoles.me/final-year-report.pdf}{\underline{here}}.