Litcius/Paper detail

A feasible approach for automatically differentiable unitary coupled-cluster on quantum computers

Jakob S. Kottmann, Abhinav Anand, Alán Aspuru-Guzik

2021Chemical Science73 citationsDOIOpen Access PDF

Abstract

-fold fermionic excitation can be evaluated by four expectation values of similar form and size, whereas most standard approaches, based on the direct application of the parameter-shift-rule, come with an associated cost of expectation values. For real wavefunctions, this cost can be further reduced to two expectation values. Our strategies are implemented within the open-source package Tequila and allow blackboard style construction of differentiable objective functions. We illustrate initial applications through extended adaptive approaches for electronic ground and excited states.

Topics & Concepts

Parameterized complexityDifferentiable functionUnitary stateComputer scienceQuantumComputationAlgorithmAlgebra over a fieldApplied mathematicsDecompositionMathematicsValue (mathematics)Quantum computerType (biology)Encoding (memory)Mathematical optimizationExcited stateStructuringNoise (video)ExcitationTheoretical computer scienceQuantum Computing Algorithms and ArchitectureQuantum many-body systemsQuantum Information and Cryptography
A feasible approach for automatically differentiable unitary coupled-cluster on quantum computers | Litcius