90 lines
2.2 KiB
TeX
90 lines
2.2 KiB
TeX
\section{Results}
|
|
|
|
\subsection{Conventional Gaussian Processes}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/4_GP_480pts_12_averageYear_fullyear.pdf}
|
|
\caption{GP full year simulation}
|
|
\label{fig:GP_fullyear_simulation}
|
|
\end{figure}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/4_GP_480pts_12_averageYear_first_model_performance.pdf}
|
|
\caption{GP first model performance}
|
|
\label{fig:GP_first_model_performance}
|
|
\end{figure}
|
|
|
|
\clearpage
|
|
|
|
\subsection{Adaptive scheme with SVGP}
|
|
|
|
\subsubsection{RENAME ME- All data}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/1_SVGP_480pts_inf_window_12_averageYear_fullyear.pdf}
|
|
\caption{SVGP full year simulation}
|
|
\label{fig:SVGP_fullyear_simulation}
|
|
\end{figure}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/1_SVGP_480pts_inf_window_12_averageYear_first_model_performance.pdf}
|
|
\caption{GP first model performance}
|
|
\label{fig:SVGP_first_model_performance}
|
|
\end{figure}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/1_SVGP_480pts_inf_window_12_averageYear_later_model_performance.pdf}
|
|
\caption{GP later model performance}
|
|
\label{fig:SVGP_later_model_performance}
|
|
\end{figure}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/1_SVGP_480pts_inf_window_12_averageYear_last_model_performance.pdf}
|
|
\caption{GP last model performance}
|
|
\label{fig:SVGP_last_model_performance}
|
|
\end{figure}
|
|
|
|
\clearpage
|
|
|
|
\subsubsection{RENAME ME- 480pts window}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/5_SVGP_480pts_480pts_window_12_averageYear_fullyear.pdf}
|
|
\caption{SVGP full year simulation}
|
|
\label{fig:SVGP_480window_fullyear_simulation}
|
|
\end{figure}
|
|
|
|
\clearpage
|
|
|
|
\subsubsection{RENAME ME- 96pts starting data}
|
|
|
|
\begin{figure}[ht]
|
|
\centering
|
|
\includegraphics[width =
|
|
\textwidth]{Plots/6_SVGP_96pts_inf_window_12_averageYear_fullyear.pdf}
|
|
\caption{SVGP full year simulation}
|
|
\label{fig:SVGP_96pts_fullyear_simulation}
|
|
\end{figure}
|
|
|
|
\clearpage
|
|
|
|
\subsection{Qualitative analysis}
|
|
|
|
\subsection{Quantitative analysis}
|
|
|
|
|
|
\clearpage
|