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Dear CLAS collaborators,</div>

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I am forwarding the email from our colleague Maxime Defurne (Saclay) for their survey request about Machine learning in physics.  Thanks.</div>

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Best regards, Kyungseon</div>

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Kyungseon JOO</div>

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Professor of Physics</div>

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University of Connecticut</div>

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Storrs, CT 06269 </div>

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<div id="divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" color="#000000" style="font-size:11pt"><b>From:</b> DEFURNE Maxime <Maxime.Defurne@cea.fr><br>

<b>Sent:</b> Thursday, November 5, 2020 3:20 AM<br>

<b>To:</b> Joo, Kyungseon <kyungseon.joo@uconn.edu><br>

<b>Subject:</b> Survey about Machine learning in physics</font>

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<span style="color:#9C6500"></span>*Message sent from a system outside of UConn.*</div>

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<p style="margin-top: 0px; margin-bottom: 0px;">Dear colleague,</p>

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Within a PhD project, we are conducting a survey in order to evaluate the interest, the relevance and the trust physicists put into Machine Learning algorithms for data analysis.

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<p style="margin-top: 0px; margin-bottom: 0px;"> </p>

<p style="margin-top: 0px; margin-bottom: 0px;">This evaluation will be performed with:<br>

   - general questions to understand your expectations regarding performance and interpretability of an algorithm for data analysis.<br>

   - questions about a practical case on which we apply and present the results of different machine learning algorithms.

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<p style="margin-top: 0px; margin-bottom: 0px;"> </p>

<p style="margin-top: 0px; margin-bottom: 0px;">This survey is declined <b>in two parts</b>, independent from each other. You will have to

<b>choose a keyword so that we can associate the two parts you filled</b>. This keyword will be asked at the beginning of each survey.</p>

<p style="margin-top: 0px; margin-bottom: 0px;">Here is the link to the first part:<br>

<a href="https://urldefense.proofpoint.com/v2/url?u=https-3A__nam10.safelinks.protection.outlook.com_-3Furl-3Dhttps-253A-252F-252Fforms.gle-252Fa5Mnwuwfqn71w1ev7-26data-3D04-257C01-257Ckyungseon.joo-2540uconn.edu-257Cd4ed016fb9f441060a0f08d881639a8a-257C17f1a87e2a254eaab9df9d439034b080-257C0-257C1-257C637401612091364810-257CUnknown-257CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0-253D-257C2000-26sdata-3D3bMj3pEZoP4OQEYinZMerlle7PdbLN3yPlgdL2xGnDs-253D-26reserved-3D0&d=DwMFAw&c=CJqEzB1piLOyyvZjb8YUQw&r=nhU86tu_xVxwkH2JyhlcQb1jyw6CUjquEwQhqpV3cJI&m=iA2fZefdhcMCUoAdzjLJe1j01NGm1U3GxNF_yvIA_Y8&s=pZAyy1gYxKmPUGLGTh6DSPWEsoIhKsMASf9T2W2gkTM&e=" originalsrc="https://forms.gle/a5Mnwuwfqn71w1ev7" shash="Jo6M+H0+3WC0vaOwXNjMUD2U2QBk6fPV/6rrdICwyDEVXO6gsKdIR3MCog4rtoM3rYIrDu/Gcc6lViWGk2Ky85VLXcy3qQHm1brB76Ru8U3s7t8CCRteI2p6Y59XEjlV0CAoyluKaKaVJtunMrUIn0DG8+AOitQKW7cohsNAmeQ=" rel="noopener noreferrer" target="_blank">https://forms.gle/a5Mnwuwfqn71w1ev7</a></p>

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and the second part of the survey:<br>

<a href="https://urldefense.proofpoint.com/v2/url?u=https-3A__nam10.safelinks.protection.outlook.com_-3Furl-3Dhttps-253A-252F-252Fforms.gle-252FcpAYyJnMWDuj7yUh6-26data-3D04-257C01-257Ckyungseon.joo-2540uconn.edu-257Cd4ed016fb9f441060a0f08d881639a8a-257C17f1a87e2a254eaab9df9d439034b080-257C0-257C1-257C637401612091364810-257CUnknown-257CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0-253D-257C2000-26sdata-3DNeVDYhlLFKkEceUnwziSB5IFPMPOcahnnq-252BezGzjeiM-253D-26reserved-3D0&d=DwMFAw&c=CJqEzB1piLOyyvZjb8YUQw&r=nhU86tu_xVxwkH2JyhlcQb1jyw6CUjquEwQhqpV3cJI&m=iA2fZefdhcMCUoAdzjLJe1j01NGm1U3GxNF_yvIA_Y8&s=ynLY0LbY2Zjwia7Q1ZEoqcl-VYQE7m2mEOmFQM1dEL4&e=" originalsrc="https://forms.gle/cpAYyJnMWDuj7yUh6" shash="OmnXE+vCiGocUOvy1ULMinTWWN3RzVnRG7HIGgJbsKJOxYXGC1hC7ckCaF9/tG8iRZwCRdoTwdcjQHEPM6VmApvm309h5GHQgF84rrGSqwy+XZrj9hs5sE1/P8Cfn2kZEfBrWsFGqBF4tfQ7otrGmDgQkTRbJXiZqBa1RI3k2DE=" rel="noopener noreferrer" target="_blank">https://forms.gle/cpAYyJnMWDuj7yUh6</a></p>

<p style="margin-top: 0px; margin-bottom: 0px;"> </p>

<p style="margin-top: 0px; margin-bottom: 0px;">We estimate that each part takes about 30 minutes to complete, so do not hesitate to postpone the filling of the second part to an other day after you finished the first one. Part 2 comprises an interesting comparison

 between different methods which concludes this study, so we encourage you to go all the way through the survey.</p>

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<p style="margin-top: 0px; margin-bottom: 0px;">The two links will remain active until Friday November 20th.

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<p style="margin-top: 0px; margin-bottom: 0px;">We are extremely grateful for the time you will spend on this survey.</p>

<p style="margin-top: 0px; margin-bottom: 0px;"> </p>

<p style="margin-top: 0px; margin-bottom: 0px;">In advance, we thank you for your participation.

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Best regards,</p>

<p style="margin-top: 0px; margin-bottom: 0px;">Maxime Defurne - Franck Sabatié - Noelie Cherrier - Jean-Philippe Poli

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