In order to use onecolumn after Chapter title I used the macro afterchapterparagraph posted elsewhere to keep in the same page the text that follows the chapter title, because the twocolumn statement forces a pagebreak. Footnotes entered in that text does not show, although the footnote mark shows properly. multicol is not a solution for me as it shows footnotes as single column. I prefer to keep the base twocolumn memoir class
\documentclass[12pt, twocolumn]{memoir}
\usepackage{lipsum}
\usepackage{ragged2e}% http://ctan.org/pkg/ragged2e
\let\oldafterchaptertitle\afterchaptertitle% Store \afterchaptertitle
\newcommand{\afterchapterparagraph}[1]{%
\renewcommand{\afterchaptertitle}{% Update \afterchaptertitle
\oldafterchaptertitle% Old \afterchaptertitle
\normalfont\normalsize\justifying #1% Set after-chapter paragraph
\global\let\afterchaptertitle\oldafterchaptertitle}
}% Restore \afterchaptertitle
\begin{document}
\afterchapterparagraph{
\textbf{Abstract.}
\lipsum[1][1] Someone\footnote{Unknown Author} said:
\lipsum[1][2-7]\newline
\centerline{\textit{htpp://imposiblewebsite.com/misinformation/news}}\\
\par
}
\chapter*{Interesting Topic}
\lipsum[2] Note: \footnote{The reader must understand this note is important}\par
\lipsum[3] Warning:\footnote{Read carefully, hiden information about fees as follows: \lipsum[3][1-5]}\par
\lipsum[3]\par
\end{document}
\afterchapterparagraph
. Thanks.