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想必很多人会用到Journal of Computational Physics的latex模板，但是这个模板在官网不容易找。本人也是在网上找了很久才找到它。下载地址为: template for Journal of Computational Physics
或者访问网址: https://www.elsevier.com/wps/find/journaldescription.cws_home/622866?generatepdf=true  点击template即可下载模板。这个模板只提供了几个简单的package，本人加了一些包，可以完成大部分的工作。如下：
%% This is file `jcomp-template.tex',
%%
%% Copyright 2017 Elsevier Ltd
%%
%% This file is part of the 'Elsarticle Bundle'.
%% ---------------------------------------------
%%
%% It may be distributed under the conditions of the LaTeX Project Public
%% License, either version 1.2 of this license or (at your option) any
%% later version. The latest version of this license is in
%% http://www.latex-project.org/lppl.txt
%% and version 1.2 or later is part of all distributions of LaTeX
%% version 1999/12/01 or later.
%%
%% The list of all files belonging to the 'Elsarticle Bundle' is
%% given in the file `manifest.txt'.
%%
%% Template article for Elsevier's document class `elsarticle'
%% with harvard style bibliographic references
%%
%% $Id: jcomp-template.tex 100 2017-07-14 13:15:12Z rishi $
%%
%% Use the option review to obtain double line spacing
%\documentclass[times,review,preprint,authoryear]{elsarticle}
%% Use the options `twocolumn,final' to obtain the final layout
%% Use longtitle option to break abstract to multiple pages if overfull.
%% For Review pdf (With double line spacing)
%\documentclass[times,twocolumn,review]{elsarticle}
%% For abstracts longer than one page.
%\documentclass[times,twocolumn,review,longtitle]{elsarticle}
%% For Review pdf without preprint line
%\documentclass[times,twocolumn,review,nopreprintline]{elsarticle}
%% Final pdf
\documentclass[sort & compress,times,final]{elsarticle}
%%
%\documentclass[times,twocolumn,final,longtitle]{elsarticle}
%%
%% Stylefile to load JCOMP template
\usepackage{jcomp}
\usepackage{framed}
\usepackage{amssymb}
\usepackage{latexsym}
\usepackage{amsfonts}
\usepackage{amsthm}
\usepackage{amsbsy}
\usepackage{amsmath}
\usepackage{graphics,graphicx}
\usepackage{subfigure}
\usepackage{multirow,multicol}
\usepackage{bm}
\usepackage{bbm}
\usepackage{color}
\usepackage{float}
\usepackage{tikz}
\usepackage{mathrsfs}
\usepackage{epstopdf}
\usepackage{epsfig}
\usepackage{algorithm}
\usepackage{algorithmic}
\usepackage{natbib}
\usepackage{listings} %插入代码
\lstset{frame=tb,
language=Python,
aboveskip=3mm,
belowskip=3mm,
showstringspaces=false,
columns=flexible,
basicstyle={\small\ttfamily},
numbers=none,
numberstyle=\tiny\color{gray},
keywordstyle=\color{orange},
commentstyle=\color{green},
stringstyle=\color{mauve},
breaklines=true,
breakatwhitespace=true,
tabsize=3
}
% Following three lines are needed for this document.
% If you are not loading colors or url, then these are
% not required.
\usepackage{url}
\usepackage{xcolor}
\usepackage[colorlinks,linkcolor=blue,citecolor=blue]{hyperref}
\definecolor{newcolor}{rgb}{.8,.349,.1}
\newtheorem{theorem}{Theorem}
\newtheorem{lemma}[theorem]{Lemma}
\newdefinition{remark}{Remark}
\newtheorem{corollary}[theorem]{Corollary}
\newdefinition{method}{Method}
\newdefinition{example}[theorem]{Example}
\def
\theequation{\arabic{section}.\arabic{equation}}
\numberwithin{equation}{section}
\def
\thetheorem{\arabic{section}.\arabic{theorem}}
\numberwithin{theorem}{section}
\journal{Journal of Computational Physics}
\begin{document}
\verso{Given-name1 Family-name1 \textit{etal}}
\begin{frontmatter}
\title{Physical information DNN algorithm for solving PDEs \tnoteref{tnote1}}%
%\tnotetext[tnote1]{This is an example for title footnote coding.}
\author[address1]{Given-name1 \snm{Family-name1}} \ead{[email protected]}
\author[address1,address2,address3]{Family-name2\snm{First-name2}}\ead{[email protected]}
\author[address1,address2,address3]{Family-name3 \snm{First-name3}\corref{corres}} \ead{[email protected]}
\cortext[corres]{Corresponding author.}
\address[address1]{xxxxxxxx,xxxxxxxxxx}
\address[address2]{xxxxxxxx,xxxxxxxxxx}
\address[address3]{xxxxxxxx,xxxxxxxxxx}
\received{xx-xx-xxxx}
\finalform{xx-xx-xxxx}
\accepted{xx-xx-xxxx}
\availableonline{xx-xx-xxxx}
\communicated{xx}
\begin{abstract}
A concise and factual abstract is required. The abstract should state briefly the purpose of the research, the principal results and major conclusions.
An abstract is often presented separately from the article, so it must be able to stand alone.
For this reason, References should be avoided, but if essential, then cite the author(s) and year(s).
Also, non-standard or uncommon abbreviations should be avoided, but if essential they must be defined at their first mention in the abstract itself.
\end{abstract}
\begin{keyword}
\MSC[2020] 52B10\sep 65D18\sep 68U05\sep 68U07
\KWD Physical phenomenon; PIDNN; Activation function
\end{keyword}
\end{frontmatter}
%% main text
\section{Introduction}\label{sec:01}
\subsection{DNN}
\documentclass[sort & compress,times,final]{elsarticle} 中添加了 sort & compress，作用是使得参考文献不再显示为[1,2,3,4,5,6,7,8,9]，而是显示为[1-9]
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