From 08d174cae9b4ccf9f1c52c4a7076e2c475188851 Mon Sep 17 00:00:00 2001 From: Brady Planden <55357039+BradyPlanden@users.noreply.github.com> Date: Mon, 8 Jul 2024 17:38:22 +0100 Subject: [PATCH] Update after release of v24.6 --- Images/CMAES_convergence.png | Bin 52841 -> 0 bytes Images/CMAES_cost_trace.png | Bin 54833 -> 0 bytes Images/CMAES_parameters.png | Bin 129212 -> 0 bytes Images/CMAES_quick_plot.png | Bin 69805 -> 0 bytes Images/{ => Diagrams}/ProblemTypes.png | Bin Images/Diagrams/PyBOP-high-level.png | Bin 0 -> 80856 bytes Images/Diagrams/PyBOP_project.png | Bin 0 -> 121966 bytes Images/Diagrams/Supported_classes.png | Bin 0 -> 86314 bytes Images/{ => Diagrams}/pybop_architecture.png | Bin Images/{ => Diagrams}/pybop_objects.png | Bin Images/Examples/CMAES_convergence.png | Bin 0 -> 52646 bytes Images/Examples/CMAES_cost_trace.png | Bin 0 -> 64590 bytes Images/Examples/CMAES_parameters.png | Bin 0 -> 119519 bytes Images/Examples/CMAES_quick_plot.png | Bin 0 -> 67422 bytes 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Theme/Logos/PyBOP_logo.png | Bin 0 -> 92839 bytes Theme/Logos/Temp_Logo.png | Bin 9532 -> 0 bytes Theme/packages.tex | 1 + Theme/preamble.tex | 7 +- main.tex | 295 ++++++++++++------- 52 files changed, 194 insertions(+), 109 deletions(-) delete mode 100644 Images/CMAES_convergence.png delete mode 100644 Images/CMAES_cost_trace.png delete mode 100644 Images/CMAES_parameters.png delete mode 100644 Images/CMAES_quick_plot.png rename Images/{ => Diagrams}/ProblemTypes.png (100%) create mode 100644 Images/Diagrams/PyBOP-high-level.png create mode 100644 Images/Diagrams/PyBOP_project.png create mode 100644 Images/Diagrams/Supported_classes.png rename Images/{ => Diagrams}/pybop_architecture.png (100%) rename Images/{ => Diagrams}/pybop_objects.png (100%) create mode 100644 Images/Examples/CMAES_convergence.png create mode 100644 Images/Examples/CMAES_cost_trace.png create mode 100644 Images/Examples/CMAES_parameters.png create mode 100644 Images/Examples/CMAES_quick_plot.png create mode 100644 Images/Examples/MaxEnergy_cost_trace.png create mode 100644 Images/Examples/MaxEnergy_quick_plot.png create mode 100644 Images/Highlights/LGM50_Fig1.png create mode 100644 Images/Highlights/LGM50_Fig2.png create mode 100644 Images/Highlights/MAP_cost_landscape.png create mode 100644 Images/Highlights/MAP_param_convergence.png delete mode 100644 Images/MaxEnergy_cost_trace.png delete mode 100644 Images/MaxEnergy_quick_plot.png delete mode 100644 Images/Optimisers/adam_cost.png delete mode 100644 Images/Optimisers/adam_params.png create mode 100644 Images/Optimisers/adamw_cost.png create mode 100644 Images/Optimisers/adamw_params.png create mode 100644 Images/Optimisers/neldermead_cost.png create mode 100644 Images/Optimisers/neldermead_params.png delete mode 100644 Images/Optimisers/nlopt_cost.png delete mode 100644 Images/Optimisers/nlopt_params.png delete mode 100644 Theme/Logos/Draft_Logo.png create mode 100644 Theme/Logos/PyBOP_logo.png delete mode 100644 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qaZ~=^uLb@N-TxQkkgPF(h0j&s)lfiwW9s)uLLgP$hvg3*hyNdMMYS3L diff --git a/Theme/packages.tex b/Theme/packages.tex index aff9ea0..39f70f0 100644 --- a/Theme/packages.tex +++ b/Theme/packages.tex @@ -11,6 +11,7 @@ \usepackage{hyperref} \usepackage{fontawesome} % list of icons available in the docs: https://anorien.csc.warwick.ac.uk/mirrors/CTAN/fonts/fontawesome/doc/fontawesome.pdf \usepackage[UKenglish]{babel} % for UK date +\usepackage{svg} \usepackage{tabularx} % for even-width columns \newcolumntype{Y}{>{\centering\arraybackslash}X} diff --git a/Theme/preamble.tex b/Theme/preamble.tex index e170678..247aae9 100644 --- a/Theme/preamble.tex +++ b/Theme/preamble.tex @@ -3,6 +3,9 @@ \usefonttheme{serif} \setbeamerfont{institute}{size=\small} +% Define additional commands +\newcommand{\issue}[1]{\href{https://github.com/pybop-team/PyBOP/pull/#1}{\##1}} + % Define additional colours \definecolor{oxfordblue}{RGB}{0,33,71} \definecolor{oxfordmauve}{RGB}{119,104,133} @@ -46,7 +49,7 @@ \pgfdeclareimage[width=1.4cm]{OxfordLogoV3}{Theme/Logos/OxfordLogoV3.png} % Set shorthand commands -\newcommand{\pybop}{\includegraphics[width=2cm]{Theme/Logos/Temp_Logo.png}} +\newcommand{\pybop}{\includegraphics[width=2cm]{Theme/Logos/PyBOP_logo.png}} %% Title slide formatting %% @@ -102,7 +105,7 @@ \rule{60pt}{0.2pt} } \put(356,-20){% - \includegraphics[width=2cm]{Theme/Logos/Temp_Logo.png} + \includegraphics[width=2cm]{Theme/Logos/PyBOP_logo.png} } \end{picture} \vfill diff --git a/main.tex b/main.tex index 0fd093e..ca23186 100644 --- a/main.tex +++ b/main.tex @@ -3,29 +3,15 @@ %% orignal author: Tim Hosgood: timhosgood@gmail.com %% %% BIL & 16:9 modification: Brady Planden %% -\documentclass[aspectratio=169]{beamer} % Updates to 16:9 aspect +\documentclass[aspectratio=169]{beamer} \input{Theme/packages} \input{Theme/preamble} % To crop graphics, use: [trim={left bottom right top},clip] +% Icons can be found at: https://anorien.csc.warwick.ac.uk/mirrors/CTAN/fonts/fontawesome/doc/fontawesome.pdf -%% Title Information %% -% \title[Short Title]{Long Title of Talk} % short title for footer -% \author% -% {% -% \sc{My Name}\\ -% \textit{Guest Lecturer} -% } -% \institute% -% {% -% \textit{Engineering Science}\\ -% \textit{University of Oxford} -% } -% \date[Short Date]{Long Date, \\ \today} % short date for footer - -\title{1st Online Developer Meeting} -\titlegraphic{\includegraphics[width=6cm]{Theme/Logos/Draft_Logo.png} \\ -\hspace{3cm}\color{gray}\scriptsize(Pending new logo)} +\title{3rd Online Developer Meeting} +\titlegraphic{\includegraphics[width=6cm]{Theme/Logos/PyBOP_logo.png}} \author{The PyBOP Team \texorpdfstring{\href{https://github.com/pybop-team/PyBOP}{\faGithub}}{}} \institute{} \date{\today} @@ -50,14 +36,101 @@ \LARGE{\faFileTextO} \\ \vspace{6mm} \normalsize \begin{itemize} - \item Presentation on current version of PyBOP (Nicola, 15 min) - \item Quick introduction from everyone (5 min) + \item Presentation on recent updates to PyBOP (Nicola, 10 min) + \item Quick introduction/update from everyone (5 min) \item Discussion of open issues (30 min) - \item Planning and assignment of tasks (10 min) + \item Planning and assignment of tasks (15 min) \end{itemize} \end{beamercolorbox} + Introductory slides are available at the end of this presentation. \end{frame} - + +\begin{frame}{PyBOP project map} + \vspace{-6mm} + \begin{figure} + \centering + \includegraphics[height=0.42\textwidth]{Images/Diagrams/PyBOP-high-level.png} + \label{fig:project_map} + \end{figure} +\end{frame} + +\section{Updates} + +\begin{frame}[plain] + \centering + \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} + \usebeamerfont{title}{Recent updates}\par% + \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ + \LARGE{\faCloudUpload} \\ + \vspace{6mm} \normalsize + We released PyBOP v24.6 on 8th July. \\ + \vspace{6mm} + \href{https://github.com/pybop-team/PyBOP/blob/develop/CHANGELOG.md}{https://github.com/pybop-team/PyBOP/blob/develop/CHANGELOG.md} \\ + \vspace{6mm} + The Changelog is divided into new \textbf{features}, \textbf{bug fixes} and \textbf{breaking changes}. + \end{beamercolorbox} +\end{frame} + +\begin{frame}[fragile,t]{New in v24.6: Feature highlight} + \vspace{-6mm} + % \issue{241} - Adds experimental circuit model fitting notebook with LG M50 data from: \href{https://github.com/WDWidanage/Simscape-Battery-Library/tree/main/Examples/parameterEstimation_TECMD/Data}{https://github.com/WDWidanage/Simscape-Battery-Library/tree/main/Examples/parameterEstimation\_TECMD/Data} + % \begin{figure} + % \centering + % \includegraphics[height=0.3\textwidth]{Images/Highlights/LGM50_Fig1.png} + % \includegraphics[height=0.3\textwidth]{Images/Highlights/LGM50_Fig2.png} + % \label{fig:LGM50} + % \end{figure} +\end{frame} + +\begin{frame}[plain] + \centering + \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} + \usebeamerfont{title}{Questions?}\par% + \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ + \end{beamercolorbox} +\end{frame} + +\section{Discussion} + +\begin{frame}[plain] + \centering + \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} + \usebeamerfont{title}{Discussion of open issues}\par% + \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ + \LARGE{\faUserPlus} \LARGE{\faBug} \\ + \normalsize + \begin{flushleft} + Let's introduce everyone: + \end{flushleft} + \begin{itemize} + \item Where are you joining from? + \item What issue are you working on/would you like to work on? + \end{itemize} + \vspace{6mm} \normalsize + Open issues: \href{https://github.com/pybop-team/PyBOP/issues}{https://github.com/pybop-team/PyBOP/issues} \\ + Project board: \href{https://github.com/orgs/pybop-team/projects/7}{https://github.com/orgs/pybop-team/projects/7} + \end{beamercolorbox} +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%% +%%%% INTRODUCTION %%%% +%%%%%%%%%%%%%%%%%%%%%% + +{ +\usebackgroundtemplate{\includegraphics[width=\paperwidth]{Theme/blue_background.png}}% +\begin{frame}[plain] + \centering + \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} + {\color{white}\usebeamerfont{title}{End of meeting}\par}% + \color{white}\noindent\rule{10cm}{1pt} \\ + {\color{white}\usebeamerfont{title}{Below: \\ + 1. Introductory slides \\ + 2. Feature highlights }\par}% + \end{beamercolorbox} +\end{frame} +} + \section{Introduction} \begin{frame}[plain] \centering @@ -81,7 +154,7 @@ \section{Introduction} \vspace{-6mm} \begin{figure} \centering - \includegraphics[width=\textwidth]{Images/ProblemTypes.png} + \includegraphics[width=\textwidth]{Images/Diagrams/ProblemTypes.png} \end{figure} \end{frame} @@ -89,7 +162,7 @@ \section{Introduction} \vspace{-6mm} \begin{figure} \centering - \includegraphics[width=0.9\textwidth]{Images/pybop_architecture.png} + \includegraphics[width=0.9\textwidth]{Images/Diagrams/pybop_architecture.png} % \caption{Caption} \label{fig:architecture} \end{figure} @@ -99,7 +172,7 @@ \section{Introduction} \vspace{-6mm} \begin{figure} \centering - \includegraphics[width=0.95\textwidth, trim={0 10cm 0 0},clip]{Images/pybop_objects.png} + \includegraphics[width=0.95\textwidth, trim={0 10cm 0 0},clip]{Images/Diagrams/pybop_objects.png} % \caption{Caption} \label{fig:objects} \end{figure} @@ -134,7 +207,7 @@ \subsection{Parameterisation example} model = pybop.lithium_ion.SPM(parameter_set=parameter_set) # Fitting parameters -parameters = [ +parameters = pybop.Parameters( pybop.Parameter( "Negative particle radius [m]", prior=pybop.Gaussian(6e-06, 0.1e-6), @@ -145,7 +218,7 @@ \subsection{Parameterisation example} prior=pybop.Gaussian(4.5e-06, 0.1e-6), bounds=[1e-6, 9e-6], ), -] +) \end{lstlisting} \end{block} \end{frame} @@ -157,7 +230,7 @@ \subsection{Parameterisation example} \begin{lstlisting}[firstnumber=1, xleftmargin=10pt] # Generate data sigma = 0.001 -t_eval = np.arange(0, 900, 2) +t_eval = np.arange(0, 900, 3) values = model.predict(t_eval=t_eval) corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval)) @@ -173,8 +246,7 @@ \subsection{Parameterisation example} # Generate problem, cost function, and optimisation class problem = pybop.FittingProblem(model, parameters, dataset) cost = pybop.SumSquaredError(problem) -optim = pybop.Optimisation(cost, optimiser=pybop.CMAES) -optim.set_max_iterations(100) +optim = pybop.CMAES(cost, max_iterations=100) \end{lstlisting} \end{block} \end{frame} @@ -186,11 +258,11 @@ \subsection{Parameterisation example} \begin{lstlisting}[firstnumber=1, xleftmargin=10pt] # Run the optimisation x, final_cost = optim.run() -print("True parameters:", true_x) +print("True parameters:", parameters.true_value()) print("Estimated parameters:", x) # Plot the timeseries output -pybop.quick_plot(problem, parameter_values=x, title="Optimised Comparison") +pybop.quick_plot(problem, problem_inputs=x, title="Optimised Comparison") # Plot convergence and parameter traces pybop.plot_convergence(optim) @@ -208,10 +280,10 @@ \subsection{Parameterisation example} \vspace{-6mm} \begin{figure} \centering - \includegraphics[width=0.4\textwidth, trim={0 0 0 0},clip]{Images/CMAES_quick_plot.png} - \includegraphics[width=0.4\textwidth, trim={0 0 0 0},clip]{Images/CMAES_convergence.png} \\ - \includegraphics[width=0.5\textwidth, trim={0 0 0 0},clip]{Images/CMAES_parameters.png} - \hspace{1cm}\includegraphics[width=0.29\textwidth, trim={0 0 0 0},clip]{Images/CMAES_cost_trace.png} + \includegraphics[width=0.4\textwidth, trim={0 0 0 0},clip]{Images/Examples/CMAES_quick_plot.png} + \includegraphics[width=0.4\textwidth, trim={0 0 0 0},clip]{Images/Examples/CMAES_convergence.png} \\ + \includegraphics[width=0.5\textwidth, trim={0 0 0 0},clip]{Images/Examples/CMAES_parameters.png} + \hspace{1cm}\includegraphics[width=0.29\textwidth, trim={0 0 0 0},clip]{Images/Examples/CMAES_cost_trace.png} \hspace{1cm} \label{fig:parameterisation} \end{figure} @@ -222,12 +294,15 @@ \subsection{Design optimisation example} \vspace{-1.5cm} \begin{block}{1. Define a model (PyBaMM's SPMe) and design parameters} \begin{lstlisting}[firstnumber=1, xleftmargin=10pt] +import pybop +import numpy as np + # Define parameter set and model -parameter_set = pybop.ParameterSet.pybamm("Chen2020") +parameter_set = pybop.ParameterSet.pybamm("Chen2020", formation_concentrations=True) model = pybop.lithium_ion.SPMe(parameter_set=parameter_set) # Fitting parameters -parameters = [ +parameters = pybop.Parameters( pybop.Parameter( "Positive electrode thickness [m]", prior=pybop.Gaussian(7.56e-05, 0.05e-05), @@ -238,7 +313,7 @@ \subsection{Design optimisation example} prior=pybop.Gaussian(5.22e-06, 0.05e-06), bounds=[2e-06, 9e-06], ), -] +) \end{lstlisting} \end{block} \end{frame} @@ -260,11 +335,10 @@ \subsection{Design optimisation example} ) # Generate cost function and optimisation class: -cost = pybop.GravimetricEnergyDensity(problem) -optim = pybop.Optimisation( - cost, optimiser=pybop.PSO, verbose=True, allow_infeasible_solutions=False +cost = pybop.GravimetricEnergyDensity(problem, update_capacity=True) +optim = pybop.PSO( + cost, verbose=True, allow_infeasible_solutions=False, max_iterations=15 ) -optim.set_max_iterations(15) \end{lstlisting} \end{block} \end{frame} @@ -276,16 +350,16 @@ \subsection{Design optimisation example} # Run optimisation x, final_cost = optim.run() print("Estimated parameters:", x) -print(f"Initial gravimetric energy density: {-cost(cost.x0):.2f} Wh.kg-1") -print(f"Optimised gravimetric energy density: {-final_cost:.2f} Wh.kg-1") +print(f"Initial gravimetric energy density: {cost(optim.x0):.2f} Wh.kg-1") +print(f"Optimised gravimetric energy density: {final_cost:.2f} Wh.kg-1") # Plot the timeseries output if cost.update_capacity: - cost.problem._model.approximate_capacity(x) -pybop.quick_plot(problem, parameter_values=x, title="Optimised Comparison") + problem._model.approximate_capacity(x) +pybop.quick_plot(problem, problem_inputs=x, title="Optimised Comparison") # Plot the cost landscape with optimisation path -pybop.plot2d(optim, steps=3) +pybop.plot2d(optim, steps=10) \end{lstlisting} \end{block} \end{frame} @@ -303,8 +377,8 @@ \subsection{Design optimisation example} \vspace{-3mm} \begin{figure} \centering - \includegraphics[width=0.59\textwidth, trim={0 0 0 0},clip]{Images/MaxEnergy_quick_plot.png} - \includegraphics[width=0.29\textwidth, trim={0 0 0 0},clip]{Images/MaxEnergy_cost_trace.png} \\ + \includegraphics[width=0.59\textwidth, trim={0 0 0 0},clip]{Images/Examples/MaxEnergy_quick_plot.png} + \includegraphics[width=0.29\textwidth, trim={0 0 0 0},clip]{Images/Examples/MaxEnergy_cost_trace.png} \\ \label{fig:design_optimisation} \end{figure} \end{frame} @@ -328,7 +402,7 @@ \subsection{Gradient-based optimisers} \footnotesize \begin{tabularx}{0.86\textwidth}{*{3}{Y}} Gradient descent & - Adaptive moment (ADAM) & + Adaptive moment (AdamW) & Resilient backpropagation (IRPropMin) \end{tabularx} \end{table} @@ -337,10 +411,10 @@ \subsection{Gradient-based optimisers} \begin{figure} \centering \includegraphics[width=0.24\textwidth]{Images/Optimisers/graddesc_cost.png} - \includegraphics[width=0.24\textwidth]{Images/Optimisers/adam_cost.png} + \includegraphics[width=0.24\textwidth]{Images/Optimisers/adamw_cost.png} \includegraphics[width=0.24\textwidth]{Images/Optimisers/irpropmin_cost.png} ~~~\\ \includegraphics[width=0.24\textwidth]{Images/Optimisers/graddesc_params.png} - \includegraphics[width=0.24\textwidth]{Images/Optimisers/adam_params.png} + \includegraphics[width=0.24\textwidth]{Images/Optimisers/adamw_params.png} \includegraphics[width=0.24\textwidth]{Images/Optimisers/irpropmin_params.png} % \caption{Caption} \label{fig:optimisers1} @@ -380,92 +454,99 @@ \subsection{Non-gradient-based optimisers} \centering \footnotesize \begin{tabularx}{\textwidth}{*{4}{Y}} - Bound quadratic approx. (BOBYQA) & + Nelder Mead & Particle swarm optimisation & - SciPy differential evolution & - SciPy minimise (COBYLA) + SciPy differential evolution \end{tabularx} \end{table} \vspace{-6mm} \begin{figure} \centering - \includegraphics[width=0.24\textwidth]{Images/Optimisers/nlopt_cost.png} + \includegraphics[width=0.24\textwidth]{Images/Optimisers/neldermead_cost.png} \includegraphics[width=0.24\textwidth]{Images/Optimisers/pso_cost.png} - \includegraphics[width=0.24\textwidth]{Images/Optimisers/scipyde_cost.png} - \includegraphics[width=0.24\textwidth]{Images/Optimisers/nlopt_cost.png} ~~~~\\ - \includegraphics[width=0.24\textwidth]{Images/Optimisers/nlopt_params.png} + \includegraphics[width=0.24\textwidth]{Images/Optimisers/scipyde_cost.png} ~~~~\\ + \includegraphics[width=0.24\textwidth]{Images/Optimisers/neldermead_params.png} \includegraphics[width=0.24\textwidth]{Images/Optimisers/pso_params.png} \includegraphics[width=0.24\textwidth]{Images/Optimisers/scipyde_params.png} - \includegraphics[width=0.24\textwidth]{Images/Optimisers/nlopt_params.png} \label{fig:optimisers2} \end{figure} \end{frame} -\begin{frame}[plain] - \centering - \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} - \usebeamerfont{title}{Questions?}\par% - \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ - \end{beamercolorbox} +\begin{frame}{Collaboration} + \vspace{-6mm} + \begin{figure} + \centering + \includegraphics[width=\textwidth]{Images/Code_of_Conduct.png} + \end{figure} \end{frame} - -\section{Discussion} - +\section{Feature highlights} \begin{frame}[plain] \centering \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} - \usebeamerfont{title}{Discussion}\par% + \usebeamerfont{title}\insertsectionhead\par% \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ - \LARGE{\faUserPlus} \\ - \vspace{6mm} \normalsize - \begin{flushleft} - Let's introduce everyone: - \end{flushleft} - \begin{itemize} - \item Where are you joining from? - \item What is your research area of interest? - \item How would you like to use/contribute to PyBOP? - \end{itemize} + \LARGE{\faBatteryThreeQuarters} \\ \end{beamercolorbox} \end{frame} -\begin{frame}{Collaboration} +\begin{frame}[fragile,t]{New in v24.6: Experimental data fitting} \vspace{-6mm} + \issue{241} - Adds experimental circuit model fitting notebook with LG M50 data from: \href{https://github.com/WDWidanage/Simscape-Battery-Library/tree/main/Examples/parameterEstimation_TECMD/Data}{https://github.com/WDWidanage/Simscape-Battery-Library/tree/main/Examples/parameterEstimation\_TECMD/Data} \begin{figure} \centering - \includegraphics[width=\textwidth]{Images/Code_of_Conduct.png} + \includegraphics[height=0.3\textwidth]{Images/Highlights/LGM50_Fig1.png} + \includegraphics[height=0.3\textwidth]{Images/Highlights/LGM50_Fig2.png} + \label{fig:LGM50} \end{figure} \end{frame} -\begin{frame}[plain] - \centering - \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} - \usebeamerfont{title}{Open issues}\par% - \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ - \LARGE{\faBug} \\ - \vspace{6mm} \normalsize - \href{https://github.com/pybop-team/PyBOP/issues}{https://github.com/pybop-team/PyBOP/issues} - \end{beamercolorbox} +\begin{frame}{New in v24.6: Additional PyBaMM models} + \vspace{-6mm} + \issue{250} - Adds DFN, MPM, MSMR models and moves multiple construction variables to BaseEChem. Adds exception catch on simulate \& simulateS1. + \begin{figure} + \centering + \includegraphics[height=0.35\textwidth]{Images/Diagrams/Supported_classes.png} + \label{fig:supported_classes} + \end{figure} \end{frame} +\begin{frame}{New in v24.6: Maximum a Posteriori} + \vspace{-6mm} + \issue{275} - Adds Maximum a Posteriori (MAP) cost function with corresponding tests and example script. + \begin{figure} + \centering + \includegraphics[height=0.35\textwidth]{Images/Highlights/MAP_param_convergence.png} + \includegraphics[height=0.35\textwidth]{Images/Highlights/MAP_cost_landscape.png} + \label{fig:MAP_cost} + \end{figure} +\end{frame} -\section{Next steps} -\begin{frame}[plain] - \centering - \begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title} - \usebeamerfont{title}{Next steps}\par% - \color{oxfordblue}\noindent\rule{10cm}{1pt} \\ - \LARGE{\faCalendarPlusO} \\ - \normalsize - \vspace{1em} - \begin{itemize} - \item How can you contribute? - \item Project board: \href{https://github.com/orgs/pybop-team/projects/6/views/1}{https://github.com/orgs/pybop-team/projects/6/views/1} - \item Date for next meeting - \end{itemize} - \end{beamercolorbox} +\begin{frame}[fragile,t]{New in v24.6: Testing and infrastructure} + \vspace{-6mm} + Credit and thanks to Agriya and Brady! + \begin{block}{Features} + \begin{lstlisting}[firstnumber=1, xleftmargin=10pt] +#304 - Decreases the testing suite completion time. +#301 - Updates default echem solver to "fast with events" mode. +#251 - Increment PyBaMM > v23.5, remove redundant tests within integration tests, increment citation version, fix examples with incorrect model definitions. +#285 - Drop support for Python 3.8. +#268 - Fixes the GitHub Release artifact uploads, allowing verification of codesigned binaries and source distributions via sigstore-python. +#79 - Adds BPX as a dependency and imports BPX support from PyBaMM. +#267 - Add classifiers to pyproject.toml, update project.urls. +#195 - Adds the Nelder-Mead optimiser from PINTS as another option. + \end{lstlisting} + \end{block} + \begin{block}{Bug Fixes} + \begin{lstlisting}[firstnumber=1, xleftmargin=10pt] +#317 - Installs seed packages into nox sessions, ensuring that scheduled tests can pass. +#308 - Enables testing on both macOS Intel and macOS ARM (Silicon) runners and fixes the scheduled tests. +#299 - Bugfix multiprocessing support for Linux, MacOS, Windows (WSL) and improves coverage. +#270 - Updates PR template. +#91 - Adds a check on the number of parameters for CMAES and makes XNES the default optimiser. + \end{lstlisting} + \end{block} \end{frame} \end{document}

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