Evidence map›Paper›PMID 36095200›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Reliably assessing the electronic structure of cytochrome P450 on today's classical computers and tomorrow's quantum computers.

Joshua J Goings, Alec White, Joonho Lee, Christofer S Tautermann, Matthias Degroote, Craig Gidney, Toru Shiozaki, Ryan Babbush, Nicholas C Rubin

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Utility-Scale Quantum Computational Chemistry.The journal of physical chemistry letters · 2026
    Review
  2. Mixed-PrecisionJournal of chemical theory and computation · 2026
    Article
  3. Article
  4. How to Use Quantum Computers for Biomolecular Free Energies.Journal of chemical theory and computation · 2026
    Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Review
  10. Review
  11. Article
  12. Review
  13. Article
  14. Article
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  17. Review
  18. Article
  19. Reliably assessing the electronic structure of cytochrome P450 on today's classical computers and tomorrow's quantum computers.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Joshua J GoingsGoogle Quantum AI, Google Research, Venice, CA 90291.
Alec WhiteQuantum Simulation Technologies, Inc., Boston, MA 02135.
Joonho LeeGoogle Quantum AI, Google Research, Venice, CA 90291.
Christofer S TautermannMedicinal Chemistry, Boehringer Ingelheim Pharma GmbH & Co KG, 88397 Biberach, Germany.ORCID 0000-0002-6935-6940
Matthias DegrooteQuantum Lab, Boehringer Ingelheim, 55218 Ingelheim am Rhein, Germany.ORCID 0000-0002-8850-7708
Craig GidneyGoogle Quantum AI, Google Research, Venice, CA 90291.
Toru ShiozakiQuantum Simulation Technologies, Inc., Boston, MA 02135.
Ryan BabbushGoogle Quantum AI, Google Research, Venice, CA 90291.ORCID 0000-0001-6979-9533
Nicholas C RubinGoogle Quantum AI, Google Research, Venice, CA 90291.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An accurate assessment of how quantum computers can be used for chemical simulation, especially their potential computational advantages, provides important context on how to deploy these future devices. To perform this assessment reliably, quantum resource estimates must be coupled with classical computations attempting to answer relevant chemical questions and to define the classical algorithms simulation frontier. Herein, we explore the quantum computation and classical computation resources required to assess the electronic structure of cytochrome P450 enzymes (CYPs) and thus define a classical-quantum advantage boundary. This is accomplished by analyzing the convergence of density matrix renormalization group plus

Indexed as

Computer SimulationCytochrome P-450 Enzyme SystemElectronsModels, ChemicalComputersQuantum TheoryCytochrome P-450 Enzyme Systemfault-tolerant quantum algorithmsquantum chemistryquantum computing

Identifiers

PMID36095200
PMCPMC9499570

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.