Discovering new photovoltaics using optimal transport theory

Matthew A. H. Walker, Zibo Zhou, Junayd Ul Islam, Keith T. Butler

Open source

DOI: 10.1039/d6fd00016a
Published: 2026
Container: Faraday Discussions
Publisher: Royal Society of Chemistry (RSC)
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. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1039/d6fd00016a,
  title = {Discovering new photovoltaics using optimal transport theory},
  author = {Matthew A. H. Walker and Zibo Zhou and Junayd Ul Islam and Keith T. Butler},
  year = {2026},
  journal = {Faraday Discussions},
  doi = {10.1039/d6fd00016a},
  url = {https://doi.org/10.1039/d6fd00016a}
}

RIS

TY  - JOUR
TI  - Discovering new photovoltaics using optimal transport theory
AU  - Matthew A. H. Walker
AU  - Zibo Zhou
AU  - Junayd Ul Islam
AU  - Keith T. Butler
PY  - 2026
JO  - Faraday Discussions
DO  - 10.1039/d6fd00016a
UR  - https://doi.org/10.1039/d6fd00016a
ER  -

APA

Walker, M. A. H., Zhou, Z., Islam, J. U., & Butler, K. T. (2026). Discovering new photovoltaics using optimal transport theory. Faraday Discussions. https://doi.org/10.1039/d6fd00016a

Source records

crossref · retrieved 2026-09-25T14:32:47.568Z