Hunting New Particles with Muon Colliders and Machine Learning
![Multivariate analysis, employing algorithms such as BDT, BDTG, MLP, and Likelihood, demonstrates stable performance across hadronic analyses at collision energies of 5.29, 6.48, and 9.16 TeV, achieving optimal discrimination - as measured by the Area Under the Curve [latex]AUC[/latex] - at [latex]\sqrt{s} = 9.16 \text{ TeV}[/latex].](https://arxiv.org/html/2602.01010v1/AUChadronic.jpeg)
A new study explores the potential of future muon-proton colliders, enhanced by advanced machine learning, to discover vector-like quarks and probe physics beyond the Standard Model.
![Multivariate analysis, employing algorithms such as BDT, BDTG, MLP, and Likelihood, demonstrates stable performance across hadronic analyses at collision energies of 5.29, 6.48, and 9.16 TeV, achieving optimal discrimination - as measured by the Area Under the Curve [latex]AUC[/latex] - at [latex]\sqrt{s} = 9.16 \text{ TeV}[/latex].](https://arxiv.org/html/2602.01010v1/AUChadronic.jpeg)
A new study explores the potential of future muon-proton colliders, enhanced by advanced machine learning, to discover vector-like quarks and probe physics beyond the Standard Model.

The photos show Eve Myles, known for her role in Torchwood, and David Morrissey, from The Walking Dead, playing their characters Annie Cassidy and Michael Polly. These images are the latest in a series, following an earlier photo of the pair sitting together during a police interview.

Join the Genshin Impact community and discussions on these official platforms: TikTok, Twitter, Facebook, YouTube, the HoYoLAB website, and Reddit.

As many predicted, this new Definitive Edition is only available on PS4. It isn’t a PS5 version with improved graphics. Instead, it’s a complete package that includes the original game, all three downloadable expansions, and some bonus cosmetic items.

In this theater of financial absurdity, Hyperliquid (HYPE) and its companion, CC, have taken center stage, their gains as notable as a buffoon’s antics at a royal court. Meanwhile, the other grandees of the crypto realm-those larger-cap alts-remain as sluggish as a philosopher lost in his own thoughts.

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With the basic PlayStation Plus membership, you get access to all of the games listed. Simply add them to your PlayStation Network account and you can play them for as long as your subscription is active. These games are available until March 3, 2026, when they’ll be replaced with a new selection. You can see all current PS Plus games here:
![Calculations of [latex]d/A^2c[/latex] from SA-NCSM closely align with predictions for [latex]^{8}\mathrm{Li}[/latex] and [latex]^{8}\mathrm{B}[/latex] beta decay to [latex]^{8}\mathrm{Be}[/latex], exhibiting a correlation with the calculated quadrupole moments [latex]Q(2^{+})[/latex] of the initial nuclei, though uncertainties-derived from both experimental [latex]Q(2^{+})[/latex] values and linear regression-remain a critical component of validating these findings.](https://arxiv.org/html/2602.00341v1/x12.png)
Advancements in first-principles nuclear theory are refining calculations of beta decay, opening new avenues for searching for physics beyond our current understanding of the universe.