“For heavy scalar masses between 500 GeV and 1 TeV, we find that Br($H\to hh$)/ Br($H\to ZZ)\approx 9.5.”

“The paper finds that appropriate trigger selection constitutes a crucial factor for detecting these signal signatures in both tracker system and CMS muon system. At the high-luminosity LHC, the exotic Higgs branching ratio to cascade decays (dark showers) can be constrained below $\mathcal{O}(10^{-5}-10^{-1})$ [$\mathcal{O}(10^{-5}-10^{-2})$] for dark meson proper lifetimes $c\tau$ ranging from $1$ mm to $100$ m.”

“No statistically significant evidence for postmerger echoes is found.”

“RGTN achieves state-of-the-art compression ratios and runs 4-600$\times$ faster than existing methods.”

“The paper proposes 'weighted geometric mean' odds ratios and relative risks, and 'weighted mean' risk differences as transparent summary measures for ordinal outcomes.”

“The high-order cumulant ratios $R_{n2}$ ($n>2$) exhibit non-monotonic variations across the chiral phase transition... These structures gradually weaken and eventually vanish at high chemical potential as they compete with the sharpening of the chiral phase transition.”

“The study finds that lower J values lead to greater unsteadiness and larger Rayleigh-Taylor waves, while higher J values result in decreased unsteadiness and smaller, more regular Rayleigh-Taylor waves.”

“The method significantly improves convergence and generation quality even after pruning 85% of the training data, and achieves state-of-the-art performance across downstream tasks.”

“FairGFL incorporates an interpretable weighted aggregation approach to enhance fairness across clients, leveraging privacy-preserving estimation of their overlapping ratios.”

“LatentNN reduces attenuation bias across a range of signal-to-noise ratios where standard neural networks show large bias.”

“SPECTRE establishes a new state-of-the-art for movement decoding, significantly outperforming both supervised baselines and generic SSL approaches.”

“The paper demonstrates that excited meson states are populated abundantly for typical parton configurations expected in jets.”

“The method does not rely on assumptions about absolute contamination levels or reaction-model calculations, and enables a consistent and reliable determination of Ca$(p,pα)$ yields across the calcium isotopic chain.”

“Tokens in LLMs are atomic, pixels are not.”

“Non-local couplings facilitate faster operator spreading and more intricate dynamical behavior, enabling these systems to approach maximal chaos more readily than their local counterparts.”

“The luminosity ratios of aliphatic to aromatic hydrocarbons ($L_{ali}/L_{aro}$) in the sample galaxies show considerably large variations, systematically decreasing with $L_{IR}$ and $L_{Brα}$.”

“Model converges quickly, but hard to tell if would be competitive with float models or BitNet itself since most of my toy models have only been trained for <1 epoch on the datasets using consumer hardware.”

“The paper focuses on Semantic-based Low-bitrate Image compression for Machines.”

“The research focuses on the prediction of reactivity ratios.”

“This requires access to the ArXiv paper to pull a key fact.”

“Users can generate videos up to 1080p resolution, up to 20 sec long, and in widescreen, vertical or square aspect ratios.”

“The summary provides limited information. Further investigation into the specific techniques and performance metrics is needed.”

“Further analysis would require examining the specific techniques used, the compression ratios achieved, and the impact on image quality. The article likely explores these aspects.”