Machine learning assisted preparation of highly crystalline cellulose nanocrystals: lessons from cellulose sources and reaction conditions

Deepa Sreedev, Nandakumar Kalarikkal, Subila Kurukkal Balakrishnan

Open source

DOI: 10.1039/d5nr00030k
Published: 2025
Container: Nanoscale
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/d5nr00030k,
  title = {Machine learning assisted preparation of highly crystalline cellulose nanocrystals: lessons from cellulose sources and reaction conditions},
  author = {Deepa Sreedev and Nandakumar Kalarikkal and Subila Kurukkal Balakrishnan},
  year = {2025},
  journal = {Nanoscale},
  doi = {10.1039/d5nr00030k},
  url = {https://doi.org/10.1039/d5nr00030k}
}

RIS

TY  - JOUR
TI  - Machine learning assisted preparation of highly crystalline cellulose nanocrystals: lessons from cellulose sources and reaction conditions
AU  - Deepa Sreedev
AU  - Nandakumar Kalarikkal
AU  - Subila Kurukkal Balakrishnan
PY  - 2025
JO  - Nanoscale
DO  - 10.1039/d5nr00030k
UR  - https://doi.org/10.1039/d5nr00030k
ER  -

APA

Sreedev, D., Kalarikkal, N., & Balakrishnan, S. K. (2025). Machine learning assisted preparation of highly crystalline cellulose nanocrystals: lessons from cellulose sources and reaction conditions. Nanoscale. https://doi.org/10.1039/d5nr00030k

Source records

crossref · retrieved 2026-11-10T18:16:56.649Z