<div dir="ltr"><div class="gmail_default" style="font-size:small">FYI</div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">---------- Forwarded message ---------<br>From: <strong class="gmail_sendername" dir="auto">atoc-colloquium (Andrew Winters)</strong> <span dir="auto"><<a href="mailto:atoc-colloquium@lists.colorado.edu">atoc-colloquium@lists.colorado.edu</a>></span><br>Date: Thu, Sep 2, 2021 at 7:47 AM<br>Subject: Re: ATOC Colloquium/Joint Earth Seminar Series: Dr. Maria Molina (NCAR) – Friday, September 3 @ 11am (SEEC S228 and Zoom)<br>To: atoc-faculty (Alexandra Jahn) <<a href="mailto:atoc-faculty@lists.colorado.edu">atoc-faculty@lists.colorado.edu</a>>, atoc-students (Julie Lundquist) <<a href="mailto:atoc-students@lists.colorado.edu">atoc-students@lists.colorado.edu</a>>, atoc-researchers (Kelly Duong) <<a href="mailto:atoc-researchers@lists.colorado.edu">atoc-researchers@lists.colorado.edu</a>>, <a href="mailto:atoc-majors@lists.colorado.edu">atoc-majors@lists.colorado.edu</a> <<a href="mailto:atoc-majors@lists.colorado.edu">atoc-majors@lists.colorado.edu</a>>, <a href="mailto:atoc-minors@lists.colorado.edu">atoc-minors@lists.colorado.edu</a> <<a href="mailto:atoc-minors@lists.colorado.edu">atoc-minors@lists.colorado.edu</a>>, <a href="mailto:atoc-colloquium@lists.colorado.edu">atoc-colloquium@lists.colorado.edu</a> <<a href="mailto:atoc-colloquium@lists.colorado.edu">atoc-colloquium@lists.colorado.edu</a>><br>Cc: <a href="mailto:molina@ucar.edu">molina@ucar.edu</a> <<a href="mailto:molina@ucar.edu">molina@ucar.edu</a>><br></div><br><br>
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Hi everyone,</div>
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A reminder that we will hold our first ATOC colloquium of the fall semester on <b>
Friday, September 3 at 11am MT in SEEC S228 and online over zoom</b>. This week's colloquium will be delivered by
<b>Dr. Maria Molina (NCAR)</b> and is entitled, "<b style="color:rgb(0,0,0);background-color:rgb(255,255,255)">Robustness of Deep Learning in a Changing Climate".
</b><span style="color:rgb(0,0,0);background-color:rgb(255,255,255)">The abstract and zoom login information for Dr. Molina's talk are provided below. This seminar is also co-hosted with Geography, Geology, and INSTAAR as part of the Joint Earth Seminar
Series (JESS).</span></div>
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<span style="color:rgb(0,0,0);background-color:rgb(255,255,255)">Please join us for casual conversation tomorrow beginning at 10:45a and stay for lunch catered by Illegal Pete's afterwards.
<b>For those arriving from outside of CU, please be aware that masks are required inside all of CU campus buildings.</b></span></div>
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We look forward to seeing you tomorrow!</div>
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-The ATOC Colloquium Committee</div>
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<span style="margin:0px"><b>Robustness of Deep Learning in a Changing Climate</b></span>
<div style="margin:0px"><span style="margin:0px">Maria Molina </span>(NCAR)</div>
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<span style="margin:0px"><span style="margin:0px"><span style="margin:0px">Recent computational advances have enabled substantial progress in large-data analysis and deep learning. These tools can be leveraged to discover patterns within the Earth climate system
and to create more skillful predictions for societal benefit. However, as the climate continues to change, deep learning models may not perform with skill when faced with events that lie outside of the base climate state they were trained on. This seminar
will highlight a recently published benchmark study that tested the ability of a convolutional neural network to skillfully classify severe convective storms of a future climate. Explainable Artificial Intelligence techniques were also applied to the trained
model, which revealed that the convolutional neural network learned weather information that was not prescribed during the training process.</span></span></span></div>
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<u>Zoom login Information:</u></div>
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<span style="margin:0px;font-size:12pt;color:black"><b>Topic: ATOC Colloquium - September 3</b></span></p>
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<span style="margin:0px;font-size:12pt;color:black"><b>Time: Sep 3, 2021 11:00 AM Mountain Time (US and Canada)</b></span></p>
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<span style="margin:0px;font-size:12pt;color:black"><b>Join Zoom Meeting</b></span></p>
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<span style="margin:0px;font-size:12pt;color:black"><b><a href="https://cuboulder.zoom.us/j/92831555608" target="_blank">https://cuboulder.zoom.us/j/92831555608</a></b></span></p>
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<span style="margin:0px;font-size:12pt;color:black"><b>Meeting ID: 928 3155 5608</b></span></p>
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<span style="margin:0px;font-size:12pt;color:black"><b>Passcode: ATOC</b></span></p>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif"><b>Andrew C. Winters</b></span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Assistant Professor</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Department of Atmospheric and Oceanic Sciences (ATOC)</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">University of Colorado Boulder</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">311 UCB</span><span style="color:rgb(0,0,0);font-family:"Calibri Light","Helvetica Light",sans-serif;font-size:12pt">, Boulder, CO 80309-0311</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Office: SEEC C277 || </span><span style="color:rgb(0,0,0);font-family:"Calibri Light","Helvetica Light",sans-serif;font-size:12pt">Phone: 303-735-5775</span></div>
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<div id="m_-7961316934563237114divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" style="font-size:11pt" color="#000000"><b>From:</b> Andrew Winters<br>
<b>Sent:</b> Monday, August 30, 2021 8:04 AM<br>
<b>To:</b> atoc-faculty (Alexandra Jahn) <<a href="mailto:atoc-faculty@lists.colorado.edu" target="_blank">atoc-faculty@lists.colorado.edu</a>>; atoc-students (Julie Lundquist) <<a href="mailto:atoc-students@lists.colorado.edu" target="_blank">atoc-students@lists.colorado.edu</a>>; atoc-researchers (Kelly Duong) <<a href="mailto:atoc-researchers@lists.colorado.edu" target="_blank">atoc-researchers@lists.colorado.edu</a>>; <a href="mailto:atoc-majors@lists.colorado.edu" target="_blank">atoc-majors@lists.colorado.edu</a> <<a href="mailto:atoc-majors@lists.colorado.edu" target="_blank">atoc-majors@lists.colorado.edu</a>>;
<a href="mailto:atoc-minors@lists.colorado.edu" target="_blank">atoc-minors@lists.colorado.edu</a> <<a href="mailto:atoc-minors@lists.colorado.edu" target="_blank">atoc-minors@lists.colorado.edu</a>>; <a href="mailto:atoc-colloquium@lists.colorado.edu" target="_blank">atoc-colloquium@lists.colorado.edu</a> <<a href="mailto:atoc-colloquium@lists.colorado.edu" target="_blank">atoc-colloquium@lists.colorado.edu</a>><br>
<b>Cc:</b> <a href="mailto:molina@ucar.edu" target="_blank">molina@ucar.edu</a> <<a href="mailto:molina@ucar.edu" target="_blank">molina@ucar.edu</a>><br>
<b>Subject:</b> ATOC Colloquium/Joint Earth Seminar Series: Dr. Maria Molina (NCAR) – Friday, September 3 @ 11am (SEEC S228 and Zoom)</font>
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<div style="margin:0px;font-size:12pt;color:black;background-color:white"><span style="margin:0px;background-color:white"><span style="margin:0px">Hi everyone,<br>
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<div style="margin:0px">We hope that you have had a restful summer and a great start to the fall semester. The first ATOC Colloquium of the semester will be held this
<b>Friday, September 3 from 11a–12p in SEEC S228</b> and will feature <b>Dr. Maria Molina</b> from the National Center for Atmospheric Research. The colloquium will also be simulcast over zoom for those who would like to attend remotely. The zoom login information
and an abstract for Dr. Molina's talk are provided below. Please join us for conversation beginning at 10:45a and stay for a catered lunch afterward provided by Illegal Pete's.
<b>Please be aware for those attending in person that a mask is required in all CU buildings.</b></div>
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<div style="margin:0px">This colloquium also represents the first installment of the Joint Earth Seminar Series (JESS) during the Fall semester. JESS seminars are held monthly and are co-hosted by ATOC, INSTAAR, Geology and Geography. JESS seminars are designed
to survey broad, cross-cutting topics that extend across a variety of earth system science disciplines. A full schedule of ATOC colloquia and JESS seminars can be found at
<a href="https://www.colorado.edu/atoc/colloquium" id="m_-7961316934563237114LPlnk" target="_blank">https://www.colorado.edu/atoc/colloquium</a>, which will be updated as additional speaker information becomes available.</div>
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<div style="margin:0px">Please let us know if you have any questions or are interested in delivering a talk at a future<span style="margin:0px"> </span><span style="margin:0px"><span style="margin:0px">colloquium</span></span>.<br>
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<div style="margin:0px">We look forward to seeing you virtually on September 3!<br>
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<div style="margin:0px">-The<span style="margin:0px"> </span><span style="margin:0px">ATOC</span><span style="margin:0px"> </span><span style="margin:0px"><span style="margin:0px">Colloquium</span></span><span style="margin:0px"> </span>Committee</div>
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<div style="margin:0px"><b>Robustness of Deep Learning in a Changing Climate</b><br>
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<div style="margin:0px"><span>Maria Molina </span>(NCAR)</div>
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<span style="margin:0px"><span style="margin:0px"><span style="margin:0px">Recent computational advances have enabled substantial progress in large-data analysis and deep learning. These tools can be leveraged to discover patterns within the Earth climate system
and to create more skillful predictions for societal benefit. However, as the climate continues to change, deep learning models may not perform with skill when faced with events that lie outside of the base climate state they were trained on. This seminar
will highlight a recently published benchmark study that tested the ability of a convolutional neural network to skillfully classify severe convective storms of a future climate. Explainable Artificial Intelligence techniques were also applied to the trained
model, which revealed that the convolutional neural network learned weather information that was not prescribed during the training process.</span></span></span></div>
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<div style="margin:0px;font-size:12pt;color:black;background-color:white"><u>Zoom login Information:</u></div>
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<span style="color:rgb(0,0,0);font-size:12pt"><b>Topic: ATOC Colloquium - September 3</b></span></p>
<p style="margin:0px;font-style:normal;font-variant:normal;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;color:rgb(135,135,135)">
<span style="color:rgb(0,0,0);font-size:12pt"><b>Time: Sep 3, 2021 11:00 AM Mountain Time (US and Canada)</b></span></p>
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<span style="color:rgb(0,0,0);font-size:12pt"><b>Join Zoom Meeting</b></span></p>
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<span style="color:rgb(0,0,0);font-size:12pt"><b><a href="https://cuboulder.zoom.us/j/92831555608" target="_blank">https://cuboulder.zoom.us/j/92831555608</a></b></span></p>
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<span style="color:rgb(0,0,0);font-size:12pt"><b>Meeting ID: 928 3155 5608</b></span></p>
<p style="margin:0px;font-style:normal;font-variant:normal;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;color:rgb(135,135,135)">
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">One tap mobile</span></p>
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Meeting ID: 928 3155 5608</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Find your local number: <a href="https://cuboulder.zoom.us/u/aEBOrDqUp" target="_blank">https://cuboulder.zoom.us/u/aEBOrDqUp</a></span></p>
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Join by SIP</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt"><a href="mailto:92831555608@zoomcrc.com" target="_blank">92831555608@zoomcrc.com</a></span></p>
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Join by H.323</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">162.255.37.11 (US West)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">162.255.36.11 (US East)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">115.114.131.7 (India Mumbai)</span></p>
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">213.19.144.110 (Amsterdam Netherlands)</span></p>
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<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">103.122.166.55 (Australia Sydney)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">103.122.167.55 (Australia Melbourne)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">149.137.40.110 (Singapore)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">64.211.144.160 (Brazil)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">149.137.68.253 (Mexico)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">69.174.57.160 (Canada Toronto)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">65.39.152.160 (Canada Vancouver)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">207.226.132.110 (Japan Tokyo)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">149.137.24.110 (Japan Osaka)</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Meeting ID: 928 3155 5608</span></p>
<p style="margin:0px;font:12px Helvetica;color:rgb(135,135,135)"><span style="color:rgb(0,0,0);font-size:12pt">Passcode: 134650</span></p>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">_______________________________________________________</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif"><b>Andrew C. Winters</b></span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Assistant Professor</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Department of Atmospheric and Oceanic Sciences (ATOC)</span></div>
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<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">University of Colorado Boulder</span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif;font-size:12pt;color:rgb(0,0,0)">
<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">311 UCB</span><span style="color:rgb(0,0,0);font-family:"Calibri Light","Helvetica Light",sans-serif;font-size:12pt">, Boulder, CO 80309-0311</span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif;font-size:12pt;color:rgb(0,0,0)">
<span style="font-family:"Calibri Light","Helvetica Light",sans-serif">Office: SEEC C277 || </span><span style="color:rgb(0,0,0);font-family:"Calibri Light","Helvetica Light",sans-serif;font-size:12pt">Phone: 303-735-5775</span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif;font-size:12pt;color:rgb(0,0,0)">
<span style="font-family:"Calibri Light","Helvetica Light",sans-serif"></span><a href="https://acwinters.weebly.com" style="font-family:Calibri,Arial,Helvetica,sans-serif;font-size:12pt" target="_blank"><span style="font-family:"Calibri Light","Helvetica Light",sans-serif">https://acwinters.weebly.com</span></a><span style="color:rgb(0,0,0);font-family:"Calibri Light","Helvetica Light",sans-serif;font-size:12pt"> ||
@acwinters_wx || he/him/his</span></div>
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</div><br clear="all"><div><br></div>-- <br><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div><span style="font-family:arial,sans-serif">Scott Briggs</span><br></div><div><span style="font-family:arial,sans-serif">(he/him)</span></div><div><font face="arial, sans-serif">Administrator</font></div><div dir="ltr"><font face="arial, sans-serif">Advanced Study Program<br>National Center For Atmospheric Research</font></div><div><font face="arial, sans-serif" size="1"><i>phone: 303.497.1607</i></font></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div>