<div dir="ltr"><div dir="ltr"><div class="gmail_default" style="font-size:small"><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">Dear colleagues,<span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US"><span> </span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">Virtual Lab has successfully finished “katalitic wordshop/showcase” on Dec 5-7^that Georgia Institute of Technology (6 Invited talks and 4 contribution talks). More details about talk related to the eco-friendly energy materials and machine learning of this workshop listed below. <span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US"><span> </span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">1.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Finding the needle in the haystack: Materials discovery through high-throughput ab initio computing and machine learning” – G. Hautier (Dartmouth College)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">2.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Machine learning functionals and force-fields with multiple features” – A. J. Medford (Georgia Institute of Technology)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">3.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“POLYMER INFORMATICS - Forward & inverse problems”, – Pranav Shetty (Georgia Institute of Technology)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">4.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Accelerating the High-Throughput Search for new Thermal Insulators with Symbolic Regression” – Thomas A. R. Purcell (FRITZ-HABER-INSTITUT)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">5.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Multiscale Modeling of Multicompartment Micelle for NanoReactor: Revisiting Flory-Huggins Chi Parameter” – Seung Soon Jang (Georgia Institute of Technology)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">6.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Designing Elastomeric Electrolytes for Sustainable Batteries” – Seung Woo Lee (Georgia Institute of Technology)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">7.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Enhanced Oxygen Evolution Reaction Activity by Self-reconstruction of Nickel Nanoparticles on Pyrochlore Oxide Support” – Myeongjin Kim (Kyungpook National University)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">8.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Design of Metal-doped 2D Materials for A Superior Oxygen Reduction Reaction Catalyst: from Density Functional Theory and Data Analysis to Experiment” – Byung-Hyun Kim (Korea Institute of Energy Research)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">9.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span></span><span lang="EN-US">“Machine Learning approach in designing catalytic entropy alloy nanoparticle” – Yongjoo Kim (Kookmin University)<span></span></span></p><p class="gmail-MsoListParagraph" style="margin:0cm 0cm 0cm 23pt;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">10.<span style="font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">   </span></span><span lang="EN-US">“Energy/Catalyst Materials Simulation Platform katalitic” – Minkyu Park (Virtual Lab, Inc.)<span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US"><span> </span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">All recordings will be released by the “katalitic” platform. <span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">PLEASE REGISTER KATALITIC (<a href="http://katalitic.io">katalitic.io</a>) platform (FREE) if you are interested in these talks. <span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">(ALL RECORDINGS ALLOWED ONLY KATALITIC REGISTERED USERS.)<span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">Users who sign up for katalitic by the end of this month will receive a "1 MONTH FREE SUBSCRIPTION".<span></span></span></p><p class="MsoNormal" style="color:rgb(0,0,0);margin:0cm;text-align:justify;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US"><span> </span></span></p><p class="MsoNormal" align="left" style="text-align:left;color:rgb(0,0,0);margin:0cm;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">REGISTER KATALITIC HERE : <a href="https://katalitic.io/signup">https://katalitic.io/signup</a><span></span></span></p><p class="MsoNormal" align="left" style="text-align:left;color:rgb(0,0,0);margin:0cm;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US"><span> </span></span></p><p class="MsoNormal" align="left" style="text-align:left;color:rgb(0,0,0);margin:0cm;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">With Warm Regards, <span></span></span></p><p class="MsoNormal" align="left" style="text-align:left;color:rgb(0,0,0);margin:0cm;font-size:10pt;font-family:Calibri,sans-serif"><span lang="EN-US">Virtual Lab </span><span lang="EN-US"><span></span></span></p></div><div><br></div>-- <br><div dir="ltr" class="gmail_signature"><div dir="ltr"><div style="color:rgb(0,0,0);font-family:Helvetica;font-size:12px"><span style="font-family:Roboto,RobotoDraft,Helvetica,Arial,sans-serif"><i>Virtual Lab Inc.</i></span><br></div><div><font color="#222222" face="Arial"><span style="font-size:16px;white-space:pre-wrap"><b>Minkyu Park</b></span></font></div><div style="color:rgb(0,0,0);font-family:Helvetica;font-size:12px"><span style="font-family:arial,sans-serif"><font color="#666666">Vice President</font></span></div><div style="color:rgb(0,0,0);font-family:Helvetica;font-size:12px"><span style="font-family:arial,sans-serif;font-size:9pt;font-weight:bold"><font color="#0b5394">T</font></span><span style="font-family:arial,sans-serif;font-size:9pt"><font color="#0b5394">.</font> +82 2 3293 0204  |  </span><span style="font-family:arial,sans-serif;font-size:9pt;font-weight:bold"><font color="#0b5394">C</font></span><span style="font-family:arial,sans-serif;font-size:9pt"><font color="#0b5394">.</font> +82 10 9164 7073</span><br style="font-family:arial,sans-serif"><span style="font-family:arial,sans-serif;font-size:9pt;font-weight:bold"><font color="#0b5394">E</font></span><span style="font-family:arial,sans-serif;font-size:9pt"><font color="#0b5394">.</font> </span><a href="mailto:designy@virtuallab.co.kr" style="color:rgb(17,85,204);font-family:arial,sans-serif;font-size:9pt" target="_blank">minkyu.park@virtuallab.co.kr</a><span style="font-family:arial,sans-serif;font-size:9pt">  </span><span style="font-family:arial,sans-serif">|  </span><b style="font-family:arial,sans-serif"><font color="#0b5394">H</font></b><span style="font-family:arial,sans-serif;font-size:9pt"><font color="#0b5394">.</font> </span><font color="#3d85c6" style="font-family:arial,sans-serif"><a href="https://www.virtuallab.co.kr/en/home-2" style="color:rgb(17,85,204);font-size:9pt" target="_blank">https://www.virtuallab.co.kr</a></font></div><div style="color:rgb(0,0,0);font-family:Helvetica;font-size:12px"><span style="font-family:arial,sans-serif;font-size:9pt"><font color="#0b5394"><b>A</b>. </font><font color="#000000">(04773) 6F, 38 Wangsimni-ro, Seongdong-gu, Seoul, South Korea</font><font color="#444444"> </font></span><br></div><div style="color:rgb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