Quantum algorithm for Feynman loop integrals
arXiv:2105.08703 · doi:10.1007/JHEP05(2022)100
Abstract
We present a novel benchmark application of a quantum algorithm to Feynman loop integrals. The two on-shell states of a Feynman propagator are identified with the two states of a qubit and a quantum algorithm is used to unfold the causal singular configurations of multiloop Feynman diagrams. To identify such configurations, we exploit Grover's algorithm for querying multiple solutions over unstructured datasets, which presents a quadratic speed-up over classical algorithms when the number of solutions is much smaller than the number of possible configurations. A suitable modification is introduced to deal with topologies in which the number of causal states to be identified is nearly half of the total number of states. The output of the quantum algorithm in \emph{IBM Quantum} and \emph{QUTE Testbed} simulators is used to bootstrap the causal representation in the loop-tree duality of representative multiloop topologies. The algorithm may also find application and interest in graph theory to solve problems involving directed acyclic graphs.
arXiv comment28 pages, 15 figures, 2 tables
References in corpus (83)
- Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
- Quantum Mechanics helps in searching for a needle in a haystack
- Quantum Annealing in the Transverse Ising Model
- Tight bounds on quantum searching
- Reducing full one-loop amplitudes to scalar integrals at the integrand level
- Quantum computing for finance: overview and prospects
- Quantum computers can search rapidly by using almost any transformation
- An automatized algorithm to compute infrared divergent multi-loop integrals
- Theoretical framework for quantum networks
- Quantum Algorithms for Quantum Field Theories
- Simulating Lattice Gauge Theories within Quantum Technologies
- Quantum Simulations of Lattice Gauge Theories using Ultracold Atoms in Optical Lattices
- Physics potential and experimental challenges of the LHC luminosity upgrade
- pySecDec: a toolbox for the numerical evaluation of multi-scale integrals
- An Exact Quantum Polynomial-Time Algorithm for Simon's Problem
- Bootstrapping a Five-Loop Amplitude Using Steinmann Relations
- Simulating lattice gauge theories on a quantum computer
- Higgs Boson Production at Hadron Colliders at N3LO in QCD
- Feynman Integral Evaluation by a Sector decomposiTion Approach (FIESTA)
- Two-loop Integrand Decomposition into Master Integrals and Surface Terms
- Tops from Light Quarks: Full Mass Dependence at Two-Loops in QCD
- AMBRE - a Mathematica package for the construction of Mellin-Barnes representations for Feynman integrals
- SecDec: A general program for sector decomposition
- To , or not to : Recent developments and comparisons of regularization schemes
- Collider Physics at the Precision Frontier
- Hepta-Cuts of Two-Loop Scattering Amplitudes
- A quantum algorithm for high energy physics simulations
- On the Integrand-Reduction Method for Two-Loop Scattering Amplitudes
- Scattering Amplitudes from Multivariate Polynomial Division
- From loops to trees by-passing Feynman's theorem
- Quantum Monte Carlo Methods in Nuclear Physics: Recent Advances
- Analytic Continuation of Mellin Transforms up to two-loop Order
- Integrand-Level Reduction of Loop Amplitudes by Computational Algebraic Geometry Methods
- The Cosmic Galois Group and Extended Steinmann Relations for Planar SYM Amplitudes
- Generalised power series expansions for the elliptic planar families of Higgs + jet production at two loops
- Drell-Yan lepton-pair production: resummation at NLL accuracy and fiducial cross sections at NLO
- Loop Tree Duality for multi-loop numerical integration
- Four-dimensional unsubtraction with massive particles
- Charged Current Drell-Yan Production at N3LO
- Towards gauge theories in four dimensions
- A Tree-Loop Duality Relation at Two Loops and Beyond
- Application of Quantum Machine Learning using the Quantum Variational Classifier Method to High Energy Physics Analysis at the LHC on IBM Quantum Computer Simulator and Hardware with 10 qubits
- A measurement-based variational quantum eigensolver
- Four-dimensional unsubtraction from the loop-tree duality
- Adaptive Integrand Decomposition in parallel and orthogonal space
- Quantum Algorithms for Jet Clustering
- Numerical evaluation of loop integrals
- Open loop amplitudes and causality to all orders and powers from the loop-tree duality
- May the four be with you: Novel IR-subtraction methods to tackle NNLO calculations
- N3LO Corrections to Jet Production in Deep Inelastic Scattering using the Projection-to-Born Method
- Integrand Reduction for Two-Loop Scattering Amplitudes through Multivariate Polynomial Division
- Differential Higgs production at N3LO beyond threshold
- Sequential Discontinuities of Feynman Integrals and the Monodromy Group
- Optimal Control for the Quantum Simulation of Nuclear Dynamics
- Quantum simulation of open quantum systems in heavy-ion collisions
- On the singular behaviour of scattering amplitudes in quantum field theory
- Targeting Multi-Loop Integrals with Neural Networks
- Determining the proton content with a quantum computer
- Universal four-dimensional representation of at two loops through the Loop-Tree Duality
- Numerical Loop-Tree Duality: contour deformation and subtraction
- Quantum simulation of quantum field theories as quantum chemistry
- Implementation of efficient quantum search algorithms on NISQ computers
- Steinmann Relations and the Wavefunction of the Universe
- Evaluating two-loop non-planar master integrals for Higgs + jet production with full heavy-quark mass dependence
- Towards a Quantum Computing Algorithm for Helicity Amplitudes and Parton Showers
- Mathematical properties of nested residues and their application to multi-loop scattering amplitudes
- Geometrical approach to causality in multi-loop amplitudes
- Causality and Unitarity via the Tree-Loop Duality Relation
- Causal representation of multi-loop Feynman integrands within the loop-tree duality
- Integrands of loop amplitudes within loop-tree duality
- Investigating a (3+1)D Topological -Term in the Hamiltonian Formulation of Lattice Gauge Theories for Quantum and Classical Simulations
- Loop-tree duality from vertices and edges
- Prospect of using Grover's search in the noisy-intermediate-scale quantum-computer era
- Universal dual amplitudes and asymptotic expansions for and in four dimensions
- Universal opening of four-loop scattering amplitudes to trees
- Subdivided Phase Oracle for NISQ Search Algorithms
- On the Numerical Evaluation of Loop Integrals With Mellin-Barnes Representations
- Adiabatic Quantum Algorithm for Multijet Clustering in High Energy Physics
- Evaluating Two-Loop massive Operator Matrix Elements with Mellin-Barnes Integrals
- Asymptotic expansions through the loop-tree duality
- On the vanishing of certain cuts or residues of loop integrals with higher powers of the propagators
- A Digital Quantum Algorithm for Jet Clustering in High-Energy Physics
- Manifestly Causal Loop-Tree Duality
Cited by in corpus (14)
- Quantum simulation of non-equilibrium dynamics and thermalization in the Schwinger model
- Les Houches 2021: Physics at TeV Colliders: Report on the Standard Model Precision Wishlist
- Rewording Theoretical Predictions at Colliders with Vacuum Amplitudes
- Quantum simulation of colour in perturbative quantum chromodynamics
- Loop Feynman integration on a quantum computer
- Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
- 3+1 Dimension Schwinger Pair Production with Quantum Computers
- Quantum integration of decay rates at second order in perturbation theory
- Quantum jet clustering with LHC simulated data
- Quantum simulation of quantum mechanical system with spatial noncommutativity
- Quantum clustering and jet reconstruction at the LHC
- A general approach to quantum integration of cross sections in high-energy physics
- Continuous-variable photonic quantum extreme learning machines for fast collider-data selection
- Quantum Chebyshev Probabilistic Models for Fragmentation Functions