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Coherent Quantum Evaluation of Collider Amplitudes for Effective Field Theory Constraints

Yacine Haddad, Kaidi Xu, Vincent Croft, Jad C. Halimeh, Michele Grossi

Abstract

Precision measurements at electron-positron colliders provide stringent tests of the Standard Model and powerful probes of possible higher-dimensional interactions. We present a hybrid quantum-classical framework for computing leading-order helicity amplitudes for $e^+e^-\to \ell^+\ell^-$ scattering on gate-based quantum hardware and using the resulting cross sections to constrain both Standard Model couplings and effective field theory operators. In our approach, external kinematics are encoded into single-qubit Weyl spinors, and full helicity amplitudes are reconstructed by coherently combining diagrammatic contributions within a single quantum circuit. Classical post-processing yields physical amplitudes and differential cross sections that can be directly compared with collider data. As a proof of concept, we compute unpolarised angular distributions and perform binned likelihood fits to precision electron-positron measurements. The extracted bounds are statistically consistent with Standard Model expectations, demonstrating that quantum-assisted amplitude evaluation can interface directly with phenomenological analyses and experimental data. This work establishes a concrete pathway toward applying quantum computing to precision collider physics and effective field theory studies.

Coherent Quantum Evaluation of Collider Amplitudes for Effective Field Theory Constraints

Abstract

Precision measurements at electron-positron colliders provide stringent tests of the Standard Model and powerful probes of possible higher-dimensional interactions. We present a hybrid quantum-classical framework for computing leading-order helicity amplitudes for scattering on gate-based quantum hardware and using the resulting cross sections to constrain both Standard Model couplings and effective field theory operators. In our approach, external kinematics are encoded into single-qubit Weyl spinors, and full helicity amplitudes are reconstructed by coherently combining diagrammatic contributions within a single quantum circuit. Classical post-processing yields physical amplitudes and differential cross sections that can be directly compared with collider data. As a proof of concept, we compute unpolarised angular distributions and perform binned likelihood fits to precision electron-positron measurements. The extracted bounds are statistically consistent with Standard Model expectations, demonstrating that quantum-assisted amplitude evaluation can interface directly with phenomenological analyses and experimental data. This work establishes a concrete pathway toward applying quantum computing to precision collider physics and effective field theory studies.
Paper Structure (23 sections, 43 equations, 9 figures, 1 table)

This paper contains 23 sections, 43 equations, 9 figures, 1 table.

Figures (9)

  • Figure 1: Algorithm overview: EFT parameters determine diagram coefficients $c_d$ and hence the LCU preparation weights. The quantum circuit evaluates the (helicity-resolved or helicity-averaged) amplitude via bracket-extraction blocks and a controlled accumulator rotation; classical post-processing converts the measured accumulator probability into $\mathrm{d}\sigma/\mathrm{d}\cos\theta$ and performs the binned likelihood fit to collider data.
  • Figure 2: Compact quantum-circuit schematic for the $s$-channel block (full two-diagram layout shown above, with a zoom-in of the bracket-product subroutine at right). Each external leg $i$ is encoded as a two-wire Weyl bundle $(\lambda_i,\tilde{\lambda}_i)$, prepared by $W_i\equiv\chi(\theta_i,\phi_i)$ and unprepared by $W_i^\dagger=\chi^\dagger(\theta_i,\phi_i)$. The helicity logic block $\mathcal{F}_{\mathrm{hel}}$ coherently computes the flags $(v_1,v_2)$ and a selector bit $b$ that chooses the required spinor contraction. Bracket products are exposed with Bell-inverse gadgets $B^\dagger$: the Type A path implements $\langle23\rangle[14]$ (red region, $b=1$), while the Type B path implements $\langle24\rangle[13]$ (blue region, $b=0$). The resulting scalar is copied to the accumulator register $A$ via controlled $R_y$ rotations (with the appropriate coefficient, e.g. $c_{\mathrm{same}}$ or $c_{\mathrm{opps}}$), and then all work registers are uncomputed with $B$. For multi-diagram runs, the LCU index register is prepared with $P(C_s,C_t)$ and unprepared with $P^\dagger(C_s,C_t)$.
  • Figure 3: Closure test comparing $|\mathcal{M}_{\rm QC}|^2$ to an independent classical spinor-helicity evaluation as a function of $\cos\theta$. Examples include the dimuon $s$-channel and Bhabha $s/t$ contributions, the interference term, and their LCU combination.
  • Figure 4: Differential cross-section overlays with data. Data points with error bars are compared to the SM prediction and representative EFT benchmark curves derived from the quantum-computed amplitudes.
  • Figure 5: Likelihood contours in the $(c_{RR/LL},c_{RL/LR})$ plane extracted from the quantum-evaluated likelihood, shown at $68\%$ and $95\%$ confidence level (solid and dashed, respectively). The best-fit point from the fit is indicated along with the SM reference point. This figure illustrates the correlation structure induced by interference terms and provides a direct test that the circuit-encoded amplitude reproduces the analytic likelihood geometry.
  • ...and 4 more figures