Speakers: Dr Shawn Dubey Detecting the redshifted 21-cm signal from the early universe requires separating an extremely faint cosmological signal from bright foreground emission and terrestrial radio-frequency interference (RFI), but flagging RFI is a big challenge. I will describe our use of weak supervision, a method that combines multiple imperfect flaggers to construct training labels ... Read more
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1 event,Speakers: Dr Shawn Dubey (Brown University) Machine Learning (ML) has advanced rapidly over the past decade, transforming the way data-intensive sciences are conducted. High energy physics is distinctive among the physical sciences in its early adoption and deployment of new AI/ML methods, driven by extreme data volumes, complex event structures, and stringent real-time constraints. In ... Read more |
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1 event,Speakers: Prof. Yangheng Zheng (Chinese Academy of Sciences) The search for dark matter focuses now on hypothetical light particles with masses ranging from MeV to GeV (refs. 1–12). These particles would leave very faint signals experimentally. A potential avenue for enhancing experimental sensitivity to light matter relies on the Migdal effect13–15, which involves the detectable ejection of electrons ... Read more |
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Speakers: Asst. Prof. Niels Bidault (University of Hawaii at Manoa) The electron beam linear accelerator (linac) at the Free Electron Laser (FEL) Laboratory at the University of Hawai‘i at Mānoa is currently undergoing recommissioning. The facility was originally installed and operated under the direction of Prof. John Madey, pioneer of FEL science. The accelerator provides ... Read more |
1 event,Speakers: Prof. Pearl Sandick (University of Utah) https://indico.phys.hawaii.edu/event/2660/ |
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