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<p class="MsoNormal"><span style="color:black">Dear Team,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">This is a reminder that our ESIP Machine Learning<span class="apple-converted-space"> </span><span class="outlook-search-highlight">Cluster</span><span class="apple-converted-space"> </span>Monthly Meeting will
be held on September 20<sup>th</sup>, 2024, Friday from 12:00 PM to 1:00 PM EST.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Please find the meeting link in the ESIP calendar under the name "Machine Learning."<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><a href="https://www.esipfed.org/community-calendar/" title="Original URL:
https://www.esipfed.org/community-calendar/
Click to follow link."><span style="color:#0086F0">https://www.esipfed.org/community-calendar/</span></a><o:p></o:p></span></p>
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<p class="MsoNormal"><a href="https://www.esipfed.org/community-calendar/" title="Original URL:
https://www.esipfed.org/community-calendar/
Click to follow link."><span style="color:#0086F0">Events - ESIP</span></a><o:p></o:p></p>
<p class="MsoNormal"><span style="color:#666666">Events Archive - ESIP<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#A6A6A6"><a href="http://www.esipfed.org/"><span style="color:#0086F0">www.esipfed.org</span></a><o:p></o:p></span></p>
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<p class="MsoNormal"><i><span style="color:black"></span></i><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">We are excited to announce that our next meeting will feature an esteemed guest speaker, Benedikt Barthel, from the Massachusetts Institute of Technology (MIT). Barthel is known for his research in climate science,
with a strong focus on improving the accuracy and efficiency of climate simulations. His work aims to address key challenges in modeling, particularly in the context of long-term climate predictions and rare event statistics, which are crucial for understanding
the future impacts of climate change.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Barthel's research includes the development of a non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare event statistics. This innovative framework
enhances our ability to simulate climate systems more accurately, helping us better understand extreme weather patterns and their potential effects on the environment.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">In this session, Barthel will be presenting on his latest work, titled "A Non-Intrusive Machine Learning Framework for Debiasing Long-Time Coarse Resolution Climate Simulations and Quantifying Rare Events Statistics".
We encourage you to explore this publication, which can be found here: (<a href="https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2023MS004122">https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2023MS004122</a>).<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Our agenda for the ESIP Machine Learning<span class="apple-converted-space"> </span><span class="outlook-search-highlight">Cluster</span><span class="apple-converted-space"> </span>Meeting is:<o:p></o:p></span></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="color:black;margin-left:0in;mso-list:l0 level1 lfo3">
Guest speaker<o:p></o:p></li><li class="MsoListParagraph" style="color:black;margin-left:0in;mso-list:l0 level1 lfo3">
Q&A<o:p></o:p></li><li class="MsoListParagraph" style="color:black;margin-left:0in;mso-list:l0 level1 lfo3">
Anything else?<o:p></o:p></li></ul>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">If you have more things to discuss, please feel free to raise them.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Sincerely,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Jyoshmitha Reddy Paturi,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Research Assistant.<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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