Standard Model
PulseAugur coverage of Standard Model — every cluster mentioning Standard Model across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New AI method enhances anomaly detection for new physics at HL-LHC
Researchers have developed a new method for anomaly detection in particle physics experiments at the High Luminosity Large Hadron Collider (HL-LHC). This approach uses learned representations of collision events to iden…
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AI framework hAIthem searches for new physics beyond Standard Model
Researchers have developed a novel framework called hAIthem, which utilizes Large Lagrangian Models (LLMs) combined with reinforcement learning (RL) to explore theoretical physics models beyond the Standard Model. This …
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New AI framework VyPER reconstructs collider events using hypergraphs
Researchers have developed VyPER, a new geometric learning framework for reconstructing particle collider events. This system represents collider events as hypergraphs, combining supervised classification for particle a…
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New AI method detects anomalies in particle collision data
Researchers have developed a new unsupervised anomaly detection method for dijet events in particle physics using neural spline flow density estimation. This technique trains a normalizing flow model on high-dimensional…
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AI model learns Standard Model physics directly from LHC collision data
Researchers have developed a transformer-based generative model called ShellFlow that can learn the structure of the Standard Model of particle physics directly from data collected at the Large Hadron Collider. This mod…
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Dark Matter Search Uses Neural Spline Flows with CMS Data
Researchers have conducted a search for dark matter produced in association with a Z boson using CMS Run 2015D open data. The study employed Neural Spline Flows to model background and signal densities, constructing a t…
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Dark matter search uses Neural Spline Flows on CMS data
Researchers have conducted a search for dark matter produced in association with a Z boson using CMS Run 2015D open data. The study employed Neural Spline Flows to model background and signal densities, reducing observa…
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Exotic physics risks explored, contrasting strangelets with nuclear weapons
This article delves into the theoretical risks posed by exotic physics, particularly focusing on the concept of a "strangelet" as a potential destructive force. It contrasts this with known destructive mechanisms like n…
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Physicist Explains Discovery of Higgs Boson
Physicist Don Lincoln explains the discovery of the Higgs boson, often referred to as the "God Particle." The discovery was a significant achievement in particle physics, confirming a key component of the Standard Model…