SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models
- DOI
- 10.1016/j.molliq.2026.129886
- Published
- 2026-10
- Container
- Journal of Molecular Liquids
- Publisher
- Elsevier BV
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1016/j.molliq.2026.129886,
title = {SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models},
author = {Sayeedul I. Sheikh and V.Subhasree Navya and Riya Sharma and Sudip Roy and Jayant K. Singh},
year = {2026},
journal = {Journal of Molecular Liquids},
doi = {10.1016/j.molliq.2026.129886},
url = {https://doi.org/10.1016/j.molliq.2026.129886}
}RIS
TY - JOUR TI - SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models AU - Sayeedul I. Sheikh AU - V.Subhasree Navya AU - Riya Sharma AU - Sudip Roy AU - Jayant K. Singh PY - 2026 JO - Journal of Molecular Liquids DO - 10.1016/j.molliq.2026.129886 UR - https://doi.org/10.1016/j.molliq.2026.129886 ER -
APA
Sheikh, S. I., Navya, V., Sharma, R., Roy, S., & Singh, J. K. (2026). SurfGen: A generative framework for property-guided surfactant design by integrating inverse design and molecule optimization based models. Journal of Molecular Liquids. https://doi.org/10.1016/j.molliq.2026.129886
Source records
- crossref · retrieved 2026-11-10T14:07:32.791Z