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).
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Publication: https://arxiv.org/pdf/2110.01589
Presenters
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Michael Streif
Boehringer Ingelheim
Authors
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Michael Streif
Boehringer Ingelheim
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Fionn D Malone
QC Ware Corporation
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Robert M Parrish
QC Ware Corporation
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Alicia R Welden
QC Ware Corporation
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Thomas Fox
Boehringer Ingelheim
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Matthias Degroote
Boehringer Ingelheim
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Elica Kyoseva
Boehringer Ingelheim
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Nikolaj Moll
Boehringer Ingelheim
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Raffaele Santagati
Boehringer Ingelheim