Evidence map›Paper›PMID 34898215›Full record

ArticleJournal of chemical theory and computation2022

Stochastic Generalized Active Space Self-Consistent Field: Theory and Application.

Oskar Weser, Kai Guther, Khaldoon Ghanem, Giovanni Li Manni

Abstract read
In one paragraph

Article in Journal of chemical theory and computation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Prediction ofInternational journal of molecular sciences · 2025
    Article
  7. FCIQMC-CASPT2 with Imaginary-Time-Averaged Wave Functions.Journal of chemical theory and computation · 2025
    Article
  8. Fighting Noise with Noise: A Stochastic Projective Quantum Eigensolver.Journal of chemical theory and computation · 2024
    Article
  9. Article
  10. Article
  11. The OpenMolcasJournal of chemical theory and computation · 2023
    Article
  12. Magnetic Interactions in a [Co(II)Journal of chemical theory and computation · 2023
    Article
  13. Article
  14. Article
  15. FCIQMC-Tailored Distinguishable Cluster Approach: Open-Shell Systems.Journal of chemical theory and computation · 2022
    Article
  16. 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

4 authors.

Oskar WeserMax-Planck-Institute for Solid State Research, Stuttgart, 70569, Germany.ORCID https://orcid.org/0000-0001-5503-1195
Kai GutherMax-Planck-Institute for Solid State Research, Stuttgart, 70569, Germany.
Khaldoon GhanemMax-Planck-Institute for Solid State Research, Stuttgart, 70569, Germany.
Giovanni Li ManniMax-Planck-Institute for Solid State Research, Stuttgart, 70569, Germany.ORCID https://orcid.org/0000-0002-3666-3880

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An algorithm to perform stochastic generalized active space calculations, Stochastic-GAS, is presented, that uses the Slater determinant based FCIQMC algorithm as configuration interaction eigensolver. Stochastic-GAS allows the construction and stochastic optimization of preselected truncated configuration interaction wave functions, either to reduce the computational costs of large active space wave function optimizations, or to probe the role of specific electron correlation pathways. As for the conventional GAS procedure, the preselection of the truncated wave function is based on the selection of multiple active subspaces while imposing restrictions on the interspace excitations. Both local and cumulative minimum and maximum occupation number constraints are supported by Stochastic-GAS. The occupation number constraints are efficiently encoded in precomputed probability distributions, using the precomputed heat bath algorithm, which removes nearly all runtime overhead of GAS. This strategy effectively allows the FCIQMC dynamics to

Identifiers

PMID34898215
PMCPMC8757470

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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.