A Quantum Computational Determination of the Weak Mixing Angle in the Standard Model
- URL: http://arxiv.org/abs/2509.18251v1
- Date: Mon, 22 Sep 2025 18:00:01 GMT
- Title: A Quantum Computational Determination of the Weak Mixing Angle in the Standard Model
- Authors: Qiaofeng Liu, Ian Low, Zhewei Yin,
- Abstract summary: Non-stabilizerness - the magic - characterizes the computational advantage of a quantum system over classical computers.<n>We compute and minimize the magic production as a function of $s2_W$ in the Mo ller scattering $e-e-to e-e-$, which is free of kinematic thresholds.<n>The finding suggests the electroweak sector of the Standard Model tends to generate minimal quantum resources from the computational viewpoint.
- Score: 0.688204255655161
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The weak mixing angle $s_W$ is a fundamental constant in the Standard Model (SM) and measured at the $Z$ boson mass to be $\widehat{s}^2_W(m_Z) = 0.23129 \pm 0.00004$ in the $\overline{\rm MS}$ renormalization scheme, where $m_Z=91.2\ \text{GeV}$. On the other hand, non-stabilizerness - the magic - characterizes the computational advantage of a quantum system over classical computers. We consider the production of magic from stabilizer initial states, which carry zero magic, in the 2-to-2 scattering of charged leptons in the SM at the tree level, which is mediated by the photon and the $Z$ boson. Using the second order stabilizer R\'enyi entropy, and averaging over all 60 initial stabilizer states and the scattering angle, we compute and minimize the magic production as a function of $s^2_W$ in the M\o ller scattering $e^-e^-\to e^-e^-$, which is free of kinematic thresholds. At the centre-of-mass energy $\sqrt{s}=m_Z$, there is a unique minimum in magic production at $\mathbf{s}^{2}_W(m_Z)=0.2317$, which agrees with the measured $\widehat{s}^2_W(m_Z)$ at the sub-percent level. At higher energies, the magic-minimizing $\mathbf{s}^{2}_W$ continues to agree with the empirical value at the percent level or better, up to 10 TeV. The finding suggests the electroweak sector of the SM tends to generate minimal quantum resources from the computational viewpoint.
Related papers
- Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training [0.0]
Attention scores in transformers are bilinear forms $S_ij = x_itop M x_j / sqrtd_h$ whose maximum magnitude governs overflow risk in low-precision training.<n>We derive a emphrank-aware concentration inequality: when the interaction matrix $M = WQ WKtop$ has rank $r ll d$, tail probabilities for $max_i,j|S_ij|$ decay as $exp(-d22/(
arXiv Detail & Related papers (2026-02-21T14:29:22Z) - Emergence and scaling laws in SGD learning of shallow neural networks [64.48316762675141]
We study the complexity of online gradient descent (SGD) for learning a two-layer neural network with $P$ neurons on isotropic Gaussian data.<n>We provide a precise analysis of SGD dynamics for the training of a student two-layer network to minimize the mean squared error (MSE) objective.
arXiv Detail & Related papers (2025-04-28T16:58:55Z) - Independent stabilizer Rényi entropy and entanglement fluctuations in random unitary circuits [1.2815904071470707]
We investigate numerically the joint distribution of magic ($M$) and entanglement ($S$) in $N$-qubit Haar-random quantum states.<n>The distribution $P_N(M,S)$ as well as the marginals become exponentially localized.<n>Although exponentially many states with magic $M=0$ and entropy $Sapprox S_textHaar$ exist, they represent an exponentially small fraction compared to typical quantum states.
arXiv Detail & Related papers (2025-01-20T13:39:28Z) - A Unified Framework for Uniform Signal Recovery in Nonlinear Generative
Compressed Sensing [68.80803866919123]
Under nonlinear measurements, most prior results are non-uniform, i.e., they hold with high probability for a fixed $mathbfx*$ rather than for all $mathbfx*$ simultaneously.
Our framework accommodates GCS with 1-bit/uniformly quantized observations and single index models as canonical examples.
We also develop a concentration inequality that produces tighter bounds for product processes whose index sets have low metric entropy.
arXiv Detail & Related papers (2023-09-25T17:54:19Z) - Measurement-induced phase transition for free fermions above one dimension [46.176861415532095]
Theory of the measurement-induced entanglement phase transition for free-fermion models in $d>1$ dimensions is developed.
Critical point separates a gapless phase with $elld-1 ln ell$ scaling of the second cumulant of the particle number and of the entanglement entropy.
arXiv Detail & Related papers (2023-09-21T18:11:04Z) - Magic of Random Matrix Product States [0.5231056284485742]
We study the magic of the $1$-dimensional Random Matrix Product States (RMPSs) using the $L_1$-norm measure.
Our numerical results confirm that the magic grows exponentially in the qubit case.
arXiv Detail & Related papers (2022-11-18T16:55:21Z) - Entanglement and scattering in quantum electrodynamics: S-matrix
information from an entangled spectator particle [0.0]
We consider a general quantum field relativistic scattering involving two half spin fermions, $A$ and $B$.
In particular we study an inelastic QED process at tree-level, namely $e-e+rightarrow mu- mu+$ and a half spin fermion $C$ as a spectator particle.
arXiv Detail & Related papers (2021-12-02T14:51:45Z) - Power-like potentials: from the Bohr-Sommerfeld energies to exact ones [49.1574468325115]
Bohr-Sommerfeld Energies (BSE) extracted explicitly from the Bohr-Sommerfeld quantization condition are compared with the exact energies.<n>For physically important cases $m=1,4,6$ for the $100$th excited state BSE coincide with exact ones in 5-6 figures.
arXiv Detail & Related papers (2021-07-31T21:37:50Z) - Superharmonic double-well systems with zero-energy ground states:
Relevance for diffusive relaxation scenarios [0.0]
Relaxation properties of the Smoluchowski diffusion process on a line can be spectrally quantified.
A peculiarity of $hatH$ is that it refers to a family of quasi-exactly solvable Schr"odinger-type systems.
arXiv Detail & Related papers (2021-04-24T08:11:54Z) - Sparse sketches with small inversion bias [79.77110958547695]
Inversion bias arises when averaging estimates of quantities that depend on the inverse covariance.
We develop a framework for analyzing inversion bias, based on our proposed concept of an $(epsilon,delta)$-unbiased estimator for random matrices.
We show that when the sketching matrix $S$ is dense and has i.i.d. sub-gaussian entries, the estimator $(epsilon,delta)$-unbiased for $(Atop A)-1$ with a sketch of size $m=O(d+sqrt d/
arXiv Detail & Related papers (2020-11-21T01:33:15Z) - Entanglement gap, corners, and symmetry breaking [0.0]
We investigate the finite-size scaling of the lowest entanglement gap $deltaxi$ in the ordered phase of the two-dimensional quantum spherical model (QSM)
The faster decay in the ordered phase reflects the presence of magnetic order.
In particular, we are able to compute the corner contribution to $Omega$, at least for the case of a square corner.
arXiv Detail & Related papers (2020-10-01T17:21:09Z) - Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and
Variance Reduction [63.41789556777387]
Asynchronous Q-learning aims to learn the optimal action-value function (or Q-function) of a Markov decision process (MDP)
We show that the number of samples needed to yield an entrywise $varepsilon$-accurate estimate of the Q-function is at most on the order of $frac1mu_min (1-gamma)5varepsilon2+ fract_mixmu_min (1-gamma)$ up to some logarithmic factor.
arXiv Detail & Related papers (2020-06-04T17:51:00Z) - Curse of Dimensionality on Randomized Smoothing for Certifiable
Robustness [151.67113334248464]
We show that extending the smoothing technique to defend against other attack models can be challenging.
We present experimental results on CIFAR to validate our theory.
arXiv Detail & Related papers (2020-02-08T22:02:14Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.