CMS experiment
PulseAugur coverage of CMS experiment — every cluster mentioning CMS experiment across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New ML algorithm Profile OmniFold enhances particle physics data correction
Researchers have developed a new machine learning algorithm called Profile OmniFold to improve the accuracy of unfolding, a process used in particle physics to correct measured data for detector effects. This new method…
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New research explores adversarial methods for neural network analysis
Researchers have developed new methods for understanding and manipulating neural networks. One approach, Adversarial Dependence Minimization (ADM), uses an adversarial game to create statistically independent feature re…
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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…