Evidence map›Paper›PMID 40821606›Full record

ArticleJournal of open source software2024

alchemlyb: the simple alchemistry library.

Zhiyi Wu, David L Dotson, Irfan Alibay, Bryce K Allen, Mohammad Soroush Barhaghi, Jérôme Hénin, Thomas T Joseph, Ian M Kenney, Hyungro Lee, Haoxi Li and 8 more

Abstract read
In one paragraph

Article in Journal of open source software, 2024. 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. MgJournal of the American Chemical Society · 2026
    Article
  4. Martini 3 Metabolome.Journal of chemical theory and computation · 2026
    Article
  5. Article
  6. Article
  7. Fluorescent Marinoquinoline Derivative as Inhibitors ofJournal of medicinal chemistry · 2025
    Article
  8. Article
  9. Article
  10. Journal of medicinal chemistry · 2025
    Article
  11. Article
  12. Article
  13. Amino acid transfer free energies reveal thermodynamic driving forces in biomolecular condensate formation.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  14. Article
  15. 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

18 authors.

Zhiyi WuExscientia plc, Schroedinger Building, Oxford, United Kingdom.ORCID 0000-0002-7615-7851
David L DotsonDepartment of Physics, Arizona State University, Tempe, Arizona, United States of America.ORCID 0000-0001-5879-2942
Irfan AlibayOpen Free Energy, Open Molecular Software Foundation, Davis, California, United States.ORCID 0000-0001-5787-9130
Bryce K AllenDifferentiated Therapeutics, San Diego, CA.ORCID 0000-0002-0804-8127
Mohammad Soroush BarhaghiDepartment of Chemical Engineering and Materials Science, Wayne State University, Detroit, Michigan, United States of America.ORCID 0000-0001-8226-7347
Jérôme HéninUniversité Paris Cité, CNRS, Laboratoire de Biochimie Théorique, Paris, France.ORCID 0000-0003-2540-4098
Thomas T JosephDepartment of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.ORCID 0000-0003-1323-3244
Ian M KenneyDepartment of Physics, Arizona State University, Tempe, Arizona, United States of America.ORCID 0000-0002-9749-8866
Hyungro LeePacific Northwest National Laboratory, Richland, Washington, United States of America.ORCID 0000-0002-4221-7094
Haoxi LiUNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States of America.ORCID 0009-0004-8369-1042
Victoria LimDepartments of Pharmaceutical Sciences and Chemistry, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0002-8632-633X
Shuai LiuSilicon Therapeutics LLC, Boston, United States of America.ORCID 0000-0003-1839-9868
Domenico MarsonMolecular Biology and Nanotechnology Laboratory (MolBNL@UniTS), DEA, University of Trieste, Trieste, Italy.ORCID 0000-0003-1839-9868
Pascal T MerzPM Scientific Consulting, Basel, Switzerland.ORCID 0000-0002-7045-8725
Alexander SchlaichStuttgart Center for Simulation Science (SC SimTech) & Institute for Computational Physics, University of Stuttgart, Stuttgart, Germany.ORCID 0000-0002-4250-363X
David MobleyDepartments of Pharmaceutical Sciences and Chemistry, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0002-1083-5533
Michael R ShirtsUniversity of Colorado Boulder, Boulder, Colorado, United States of America.ORCID 0000-0003-3249-1097
Oliver BecksteinDepartment of Physics, Arizona State University, Tempe, Arizona, United States of America.ORCID 0000-0003-1340-0831

Funding

Accelerating drug discovery via ML-guided iterative design and optimizationR35GM148236 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI David Lowell Mobley · 2023 to 2026
$2.2M
Molecular mechanisms of secondary active transportersR01GM118772 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI BECKSTEIN, OLIVER · 2016 to 2020
$1.5M
Efficient prediction of transmembrane binding sites for anesthetic ligandsK08GM139031 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI JOSEPH, THOMAS THENGANPALLIL · 2020 to 2024
$984k
NIGMS NIH HHS K08 GM139031NIGMS NIH HHS R01 GM118772NIGMS NIH HHS R35 GM148236
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40821606
PMCPMC12352497

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.