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<span style="font-size: 28pt; color: rgb(0, 0, 0); line-height: 107%;"><b>Physics Division Seminar</b></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 28pt; line-height: 107%;"><b>Gagik Gavalian</b></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 22pt; line-height: 107%;"><b> Jefferson Lab</b></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 20pt; line-height: 107%;"><i>Jefferson Lab at the Frontier of Artificial Intelligence</i></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 16pt; line-height: 107%;"><b>Abstract:</b></span></p>
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<span style="font-family: Calibri, sans-serif;">Artificial Intelligence (AI) has dramatically transformed the landscape of computing and data processing, marking a paradigm shift in how machines interact with data and perform complex tasks. By leveraging algorithms
that can learn from and adapt to data, AI has enabled computers to process and analyze vast amounts of information at speeds and accuracies that were previously unimaginable.</span></p>
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<span style="font-family: Calibri, sans-serif;">In this talk the developments in CLAS12 tracking are presented leveraging machine learning techniques to achieve increased tracking efficiency, resulting in a 50%-75% increase in statistics in different physics
reactions. The novel methods in track parameter reconstruction using artificial intelligence in CLAS12 allow physics reaction identification in real-time, leading to a significant reduction in data processing times (3 to 6 times) for experiments.</span></p>
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<span style="font-family: Calibri, sans-serif;">The methods discussed can be applicable to current and upcoming experiments also those running in streaming mode for data reduction and partial data processing in real-time.</span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 14pt; line-height: 107%;"><b>Wednesday, April 24, 2024</b></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 14pt; line-height: 107%;"><b>2:00 pm – 3:00 pm</b></span></p>
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<span style="font-family: "Times New Roman", serif; font-size: 14pt; line-height: 107%;"><b>Zoom Link:</b></span></p>
<p align="center" style="line-height: 107%; margin: 0in 0in 8pt;"><span style="font-family: "Segoe UI Web (West European)", "Segoe UI", -apple-system, BlinkMacSystemFont, Roboto, "Helvetica Neue", sans-serif; font-size: 16px; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255); line-height: 107%;"><a href="https://us04web.zoom.us/j/73550236461?pwd=Cbz690naz88Ji1iK4V27IrbUVZckMY.1&from=addon" id="LPlnk968806" style="margin-top: 0px; margin-bottom: 0px;">https://us04web.zoom.us/j/73550236461?pwd=Cbz690naz88Ji1iK4V27IrbUVZckMY.1&from=addon</a></span></p>
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<b><i>Kind Regards,</i></b></div>
<div style="text-align: left; margin: 0px 0in 0.0001333px;"><span style="font-family: "Lucida Handwriting"; font-size: 8pt; color: rgb(0, 0, 0);"><b><i>Sadie Cherry</i></b></span><span style="font-family: "Segoe UI", "Segoe UI Web (West European)", "Segoe UI", -apple-system, BlinkMacSystemFont, Roboto, "Helvetica Neue", sans-serif; font-size: 14px; color: rgb(0, 0, 0);"><br>
</span><span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(192, 0, 0);">Physics Division Administrator Assistant</span></div>
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<span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(127, 127, 127); line-height: normal;">Thomas Jefferson National Accelerator Facility</span></p>
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<span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(127, 127, 127); line-height: normal;">Jefferson Science Associates, LLC</span></p>
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<span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(127, 127, 127);">757-269-7587
</span><span style="font-family: Arial, sans-serif; font-size: 8pt; color: black;">|</span><span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(127, 127, 127);"> </span><span style="font-family: Arial, sans-serif; font-size: 8pt; color: rgb(5, 99, 193);">cherry@jlab.org</span><span style="font-family: Arial, sans-serif; font-size: 8pt; color: black;">
</span></p>
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<span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); background-color: rgb(255, 255, 255);"><img style="max-width: 100%; margin: 0px;" data-outlook-trace="F:1|T:1" src="cid:c8747419-11e0-4b34-9033-b3e1aa24a959"></span><span style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"><br>
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<p style="text-align: left; background-color: rgb(255, 255, 255); margin: 0px;"><span style="font-family: Calibri, sans-serif; font-size: 8pt; color: rgb(32, 31, 30);"> </span><span style="font-family: Lato, sans-serif; font-size: 14px; color: rgb(51, 51, 51); background-color: rgb(255, 255, 255);">"The
strength of the team is in each individual member... the strength of each member is in the team."</span></p>
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