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Towards the Simulation of Large Scale Protein-Ligand Interactions on NISQ-era Quantum Computers

ORAL

Abstract

We explore the use of symmetry-adapted perturbation theory (SAPT) as a simple and efficient means to compute interaction energies between large molecular systems with a hybrid method combing NISQ-era quantum and classical computers. From the one- and two-particle reduced density matrices of the monomer wavefunctions obtained by the variational quantum eigensolver (VQE), we compute SAPT contributions to the interaction energy [SAPT(VQE)]. At first order, this energy yields the electrostatic and exchange contributions for non-covalently bound systems. We empirically find from ideal statevector simulations that the SAPT(VQE) interaction energy components display orders of magnitude lower absolute errors than the corresponding VQE total energies. Therefore, even with coarsely optimized low-depth VQE wavefunctions, we still obtain sub kcal/mol accuracy in the SAPT interaction energies. In SAPT(VQE), the quantum requirements, such as qubit count and circuit depth, are lowered by performing computations on the separate molecular systems. Furthermore, we benchmark SAPT(VQE) against a handful of small multi-reference dimer systems and the iron center containing human cancer-relevant protein lysine-specific demethylase 5 (KDM5A).

Publication: https://arxiv.org/pdf/2110.01589

Presenters

  • Michael Streif

    Boehringer Ingelheim

Authors

  • Michael Streif

    Boehringer Ingelheim

  • Fionn D Malone

    QC Ware Corporation

  • Robert M Parrish

    QC Ware Corporation

  • Alicia R Welden

    QC Ware Corporation

  • Thomas Fox

    Boehringer Ingelheim

  • Matthias Degroote

    Boehringer Ingelheim

  • Elica Kyoseva

    Boehringer Ingelheim

  • Nikolaj Moll

    Boehringer Ingelheim

  • Raffaele Santagati

    Boehringer Ingelheim