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<p class="MsoNormal"><span style="font-size:12.0pt">FYI and it is happening now. Welcome to join in us.
<o:p></o:p></span></p>
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<p class="MsoNormal" style="margin-bottom:12.0pt"><b><span style="font-size:12.0pt;color:black">From:
</span></b><span style="font-size:12.0pt;color:black">Jyoshmitha Reddy Paturi <jpaturi@gmu.edu><br>
<b>Date: </b>Thursday, March 20, 2025 at 3:41</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> </span><span style="font-size:12.0pt;color:black">PM<br>
<b>To: </b>Ziheng Sun <zsun@gmu.edu>, Jyoshmitha Reddy Paturi <jpaturi@gmu.edu>, Payal Tekmattla <ptekmatt@gmu.edu>, Sai Kiran Annam <sannam@gmu.edu>, lahoffma@ucsd.edu <lahoffma@ucsd.edu><br>
<b>Cc: </b>esip-machinelearning@lists.esipfed.org <esip-machinelearning@lists.esipfed.org>, annieburgess@esipfed.org <annieburgess@esipfed.org><br>
<b>Subject: </b>Reminder- Upcoming ESIP Machine Learning Cluster Meeting<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:12.0pt;color:black">Dear Team,</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black">This is a<span class="apple-converted-space"> </span><span class="outlook-search-highlight">reminder</span><span class="apple-converted-space"> </span>that our<span class="apple-converted-space"> </span><span class="outlook-search-highlight">ESIP</span><span class="apple-converted-space"> </span><span class="outlook-search-highlight">Machine</span><span class="apple-converted-space"> </span><span class="outlook-search-highlight">Learning</span> <span class="outlook-search-highlight">Cluster</span> Monthly<span class="apple-converted-space"> </span><span class="outlook-search-highlight">Meeting</span><span class="apple-converted-space"> </span>will
be held on March 21<sup>th</sup>, 2025, Friday from 12:00 PM to 1:00 PM EST.</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps:normal;orphans:auto;text-align:start;widows:auto;word-spacing:0px">
<span style="font-size:11.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black">Please find the<span class="apple-converted-space"> </span><span class="outlook-search-highlight">meeting</span><span class="apple-converted-space"> </span>link in the<span class="apple-converted-space"> </span><span class="outlook-search-highlight">ESIP</span><span class="apple-converted-space"> </span>calendar
under the name "<span class="outlook-search-highlight">Machine</span><span class="apple-converted-space"> </span><span class="outlook-search-highlight">Learning</span>."</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:black"><a href="https://www.esipfed.org/community-calendar/" title="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.esipfed.org%2Fcommunity-calendar%2F&data=05%7C02%7Cjpaturi%40gmu.edu%7Cba16df74570d4ecb2c0e08dc741eca76%7C9e857255df574c47a0c00546460380cb%7C0%7C0%7C638512922798417954%7CUnknown%7CTWFpb"><span style="color:#96607D">https://www.</span><span class="outlook-search-highlight"><span style="font-size:12.0pt;color:#96607D">esip</span></span><span style="color:#96607D">fed.org/community-calendar/</span></a></span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<p class="MsoNormal"><a href="https://www.esipfed.org/community-calendar/" title="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.esipfed.org%2Fcommunity-calendar%2F&data=05%7C02%7Cjpaturi%40gmu.edu%7Cba16df74570d4ecb2c0e08dc741eca76%7C9e857255df574c47a0c00546460380cb%7C0%7C0%7C638512922798433724%7CUnknown%7CTWFpb"><span style="font-size:12.0pt;color:windowtext;text-decoration:none"><span style="font-size:11.0pt"><img border="0" width="240" height="125" style="width:2.5in;height:1.302in" id="Picture_x0020_1" src="cid:image001.png@01DB99AC.C5BA09D0" alt="Image"></span></span></a><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:11.0pt;color:black"><a href="https://www.esipfed.org/community-calendar/" title="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.esipfed.org%2Fcommunity-calendar%2F&data=05%7C02%7Cjpaturi%40gmu.edu%7Cba16df74570d4ecb2c0e08dc741eca76%7C9e857255df574c47a0c00546460380cb%7C0%7C0%7C638512922798443844%7CUnknown%7CTWFpb"><span style="color:#96607D">Events
-</span><span class="apple-converted-space"><span style="color:windowtext;text-decoration:none"> </span></span><span class="outlook-search-highlight"><span style="font-size:12.0pt;color:#96607D">ESIP</span></span></a></span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:black">Events Archive -<span class="apple-converted-space"> </span></span><span class="outlook-search-highlight"><span style="font-size:12.0pt;color:black">ESIP</span></span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:black"><a href="http://www.esipfed.org/" title="http://www.esipfed.org"><span style="color:#96607D">www.</span><span class="outlook-search-highlight"><span style="font-size:12.0pt;color:#96607D">esip</span></span><span style="color:#96607D">fed.org</span></a></span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<i><span style="font-size:11.0pt;color:black"></span></i><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps:normal;orphans:auto;text-align:start;widows:auto;word-spacing:0px">
<span style="font-size:11.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps:normal;orphans:auto;text-align:start;widows:auto;word-spacing:0px">
<span style="font-size:12.0pt">We are excited to invite you to our upcoming Machine Learning Cluster Meeting featuring Lauren Hoffman as our esteemed speaker. Lauren is a distinguished researcher from the University of California, San Diego with expertise
in machine learning applications for climate science. Her work focuses on improving predictive capabilities for Arctic sea ice motion through advanced machine learning techniques.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">In her recent research, Dr. Hoffman has conducted an in-depth attribution assessment of model predictive skill in forecasting daily Arctic sea ice motion. Her study, titled
<em><span style="font-family:"Aptos",sans-serif">"Machine Learning for Daily Forecasts of Arctic Sea Ice Motion: An Attribution Assessment of Model Predictive Skill"</span></em>, explores innovative methodologies to enhance the accuracy and reliability of sea
ice motion forecasts. You can find her research here: <a href="https://journals.ametsoc.org/view/journals/aies/2/4/AIES-D-23-0004.1.xml" target="_new">
https://journals.ametsoc.org/view/journals/aies/2/4/AIES-D-23-0004.1.xml</a>.<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:12.0pt"><span style="font-size:12.0pt">This is a unique opportunity to gain insights into the intersection of machine learning and climate science and to engage in discussions on the latest advancements in Arctic sea
ice prediction.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;color:black">Our agenda for the<span class="apple-converted-space"> </span><span class="outlook-search-highlight">ESIP</span><span class="apple-converted-space"> </span><span class="outlook-search-highlight">Machine</span><span class="apple-converted-space"> </span><span class="outlook-search-highlight">Learning</span> <span class="outlook-search-highlight">Cluster</span> <span class="outlook-search-highlight">Meeting</span><span class="apple-converted-space"> </span>is:</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo1"><span style="font-size:12.0pt">Guest speaker<o:p></o:p></span></li><li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo1"><span style="font-size:12.0pt">Q&A<o:p></o:p></span></li><li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo1"><span style="font-size:12.0pt">Anything else?<o:p></o:p></span></li></ul>
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<span style="font-size:12.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black">If you have more things to discuss, please feel free to raise them.</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black">Sincerely,</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps:normal;orphans:auto;text-align:start;widows:auto;word-spacing:0px">
<span style="font-size:12.0pt;color:black">Jyoshmitha Reddy Paturi,</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal" style="font-variant-caps:normal;orphans:auto;text-align:start;widows:auto;word-spacing:0px">
<span style="font-size:12.0pt;color:black">Research Assistant.</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:black"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt"> </span><span style="font-size:12.0pt"><o:p></o:p></span></p>
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