Aishik Ghosh
@Aishik_Ghosh_
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Following
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Research: Fundamental Physics ∩ AI Policy: AI Policy & Guidelines @ATLASexperiment at @CERN Always happy to hear from passionate students
CA
Joined November 2017
A thread on quantum interference and the 6 year adventure it took me through In experimental particle physics we sift out events from signal (eg. Higgs) processes vs the orders of magnitude more events from background processes…
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RT @DanielWhiteson: New paper! Learning Broken Symmetries with Approximate Invariance Led by HIGH SCHOOL STUDENT Seth Nabat, with…
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Propaganda slide about how the next discovery may be made in particle physics, from my CERN seminar:
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And our two ATLAS papers on this just hit arXiv! Method: Physics result:
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RT @lukasheinrich_: @Aishik_Ghosh_ is amazing. On top of the latest state of the art in AI/ML and with the tenacity and fearlessness to pus…
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An example of recent work where my insights into quantum field theory and statistics led to a series of impactful papers:
A thread on quantum interference and the 6 year adventure it took me through In experimental particle physics we sift out events from signal (eg. Higgs) processes vs the orders of magnitude more events from background processes…
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@KyleCranmer @dhpmrou @3scorciav @soldni @JFPuget @SandesaraJay @glouppe Bayesian networks haven't quite solved this issue either AFAIK. Training bootstrapped ensembles is a pain. Would love to avoid it
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@SandesaraJay @rafaellopesdesa @dhpmrou It was a pleasure working with you as well Jay, and best of luck on the next exciting stage of your career!
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@glouppe @dhpmrou @ATLASexperiment And congratulations to you @glouppe , wouldn't have been possible without you. Full physics analysis on data is now public:
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RT @glouppe: They made it! @Aishik_Ghosh_, Jay Sandesara, @dhpmrou and Rafael CLdS pushed through the first neural simulation-based inferen…
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Had the pleasure of presenting it at @BrookhavenLab. Slides: Conf Note: And presented at Higgs 2024 by @SandesaraJay and Will Leight
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@lukasheinrich_ @ATLASexperiment And a special shout-out to Jay Sandesara, who was the backbone of a lot of this work !
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RT @lukasheinrich_: This has been such a long time coming… amazing to see this out - @Aishik_Ghosh_ led this effort throuout and persevered…
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RT @KyleCranmer: But making it happen in an actual experiment at the LHC took a long time. Check out the thread by @Aishik_Ghosh_ about his…
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