Evidence map›Paper›PMID 37441805›Full record

ArticleJournal of chemical theory and computation2023

Optimal Scheme to Achieve Energy Conservation in Induced Dipole Models.

Zhen Huang, Shiji Zhao, Piotr Cieplak, Yong Duan, Ray Luo, Haixin Wei

Abstract read
In one paragraph

Article in Journal of chemical theory and computation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Isotropic Periodic Sum for Polarizable Gaussian Multipole Model.Journal of chemical theory and computation · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. AmberTools.Journal of chemical information and modeling · 2023
    Article
  10. Streamlining and Optimizing Strategies of Electrostatic Parameterization.Journal of chemical theory and computation · 2023
    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

6 authors.

Zhen HuangChemical and Materials Physics Graduate Program, University of California, Irvine. Irvine, California 92697, United States.ORCID 0009-0003-4478-8477
Shiji ZhaoDepartments of Molecular Biology and Biochemistry, Chemical and Biomolecular Engineering, Materials Science and Engineering, and Biomedical Engineering, University of California, Irvine. Irvine, California 92697, United States.ORCID 0000-0002-4514-0897
Piotr CieplakSBP Medical Discovery Institute, 10901 North Torrey Pines Road, La Jolla, California 92037, United States.ORCID 0000-0003-0700-5691
Yong DuanUC Davis Genome Center and Department of Biomedical Engineering, University of California, Davis, One Shields Avenue, Davis, California 95616, United States.ORCID 0000-0003-3793-5099
Ray LuoChemical and Materials Physics Graduate Program, University of California, Irvine. Irvine, California 92697, United States.ORCID 0000-0002-6346-8271
Haixin WeiDepartments of Molecular Biology and Biochemistry, Chemical and Biomolecular Engineering, Materials Science and Engineering, and Biomedical Engineering, University of California, Irvine. Irvine, California 92697, United States.ORCID 0000-0002-0954-4560

Funding

AMBER force field consortium: a coherent biomolecular simulation platformR01GM079383 · NIGMS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI CIEPLAK, PIOTR, DUAN, YONG · 2007 to 2017
$4.7M
Multi-scaled Modeling of Electrostatic and Polarization Effects in BiomoleculesR35GM130367 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI RAY LUO · 2019 to 2026
$3.0M
NIGMS NIH HHS R01 GM079383NIGMS NIH HHS R35 GM130367
6 · The paper itself

Abstract

Induced dipole models have proven to be effective tools for simulating electronic polarization effects in biochemical processes, yet their potential has been constrained by energy conservation issue, particularly when historical data is utilized for dipole prediction. This study identifies error outliers as the primary factor causing this failure of energy conservation and proposes a comprehensive scheme to overcome this limitation. Leveraging maximum relative errors as a convergence metric, our data demonstrates that energy conservation can be upheld even when using historical information for dipole predictions. Our study introduces the multi-order extrapolation method to quicken induction iteration and optimize the use of historical data, while also developing the preconditioned conjugate gradient with local iterations to refine the iteration process and effectively remove error outliers. This scheme further incorporates a "peek" step via Jacobi under-relaxation for optimal performance. Simulation evidence suggests that our proposed scheme can achieve energy convergence akin to that of point-charge models within a limited number of iterations, thus promising significant improvements in efficiency and accuracy.

Identifiers

PMID37441805
PMCPMC10434752

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Registered trials

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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.