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<p class="Default"> <span style="font-size:
11.5pt" class="">Papers are invited for a special topical issue of
<i class="">Advances in Space Research </i>(ASR) entitled “<i class="">Information Theory and Machine Learning for Geospace Research</i>”.
<o:p class=""></o:p></span></p>
<p class="Default"><span style="font-size: 11.5pt;" class="">Recent works point to a considerable importance of information theory and machine leaning in Solar and Space Physics; and Space Weather.</span><span style="font-size: 11.5pt;" class="">
</span><span style="font-size: 11.5pt;" class="">We invite contributions of information theory for uncovering relevant yet complex processes interlinking different solar and geospace subsystems, variables and spatio-temporal scales. Furthermore, we solicit
contributions of machine learning for space weather forecasting and on open challenges for the community related to the combination of physics-based and machine learning approaches, known as gray box. Studies combining information theory and machine learning
in solar and space physics as well as space weather would be of particular interest.</span></p>
<p class="Default"><span style="font-size: 11.5pt;" class="">Papers must be submitted electronically to
</span><span style="font-size: 11.5pt; color: blue;" class=""><a href="https://www.editorialmanager.com/AISR" class="">https://www.editorialmanager.com/AISR</a>.
</span><span style="font-size: 11.5pt;" class="">To ensure that all manuscripts are correctly identified for inclusion into the special issue, authors must select
<b class="">“Special Issue: Information & ML Geospace” </b>when they reach the "Article Type" step in the submission process. The general format for submission of papers can be found on the
<i class="">ASR </i>Elsevier web site at <a href="http://www.journals.elsevier.com/advances-in-space-research/" class="">
http://www.journals.elsevier.com/advances-in-space-research/</a></span></p>
<p class="Default"><span style="font-size: 11.5pt;" class="">The deadline for submissions is
</span><b style="font-size: 11.5pt;" class="">31 May 2023. </b><span style="font-size: 11.5pt;" class=""> </span><span style="font-size: 11.5pt;" class="">Papers will be published electronically as soon as they are accepted while the printed issue will be assembled
within a reasonable time in regular issues of ASR. All articles will be typeset at
</span><b style="font-size: 11.5pt;" class="">no cost</b><span style="font-size: 11.5pt;" class=""> to the author. There is a charge for printing color figures; there is no charge for color figures on the electronic version.</span></p>
<p class="Default"><span style="font-size: 11.5pt;" class="">Dr. Georgios Balasis (<a href="mailto:gbalasis@noa.gr" class="">gbalasis@noa.gr</a>) and Dr. Simon Wing (</span><span style="font-size: 11.5pt; color: blue;" class=""><a href="mailto:Simon.wing@jhuapl.edu" class="">Simon.wing@jhuapl.edu</a></span><span style="font-size: 11.5pt;" class="">)
are the Guest Editors for this special issue. Questions can be directed to Drs. Balasis and Wing or to the Co-Editor for Special Issues, Dr. Peggy Ann Shea (<a href="mailto:sssrc@msn.com" class="">sssrc@msn.com</a>).</span></p>
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Simon Wing</div>
<div style="color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px;">
240-228-8075</div>
<div style="color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px;">
<a href="mailto:simon.wing@jhuapl.edu" class="">simon.wing@jhuapl.edu</a></div>
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