top quark
PulseAugur coverage of top quark — every cluster mentioning top quark across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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New self-supervised method enhances jet tagging in high-energy physics
Researchers have developed JetParticle-JEPA (JP-JEPA), a novel self-supervised learning method for jet tagging in high-energy physics. This approach, built on a Particle Transformer, learns meaningful representations di…
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New AI Model Enhances Signal Purification for High-Luminosity LHC
Researchers have developed PhyGHT, a novel Physics-Guided Hypergraph Transformer, to improve signal purification for the High-Luminosity Large Hadron Collider (HL-LHC). This architecture combines graph attention with gl…
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New PLuM Architecture Enhances Jet Taggers with Multimodal Physics Data
Researchers have developed a new multimodal architecture called PLuM that combines particle constituents with Lund plane splittings for improved jet tagging in high-energy physics. This approach processes both types of …