Home ›
Entities
› academia
› Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma
Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma
Research article (Digital Discovery, 2023) · cited 14× · AI/ML
Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma
Summary
Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma is a scholarly article[1].
Key Facts
Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma. Retrieved May 24, 2026, from https://4ort.xyz/entity/using-gpt-4-in-parameter-selection-of-polymer-informatics-improving-predictive-accuracy-amidst-data-scarcity-and-ugly-du
MLA“Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/using-gpt-4-in-parameter-selection-of-polymer-informatics-improving-predictive-accuracy-amidst-data-scarcity-and-ugly-du.
BibTeX@misc{4ortxyz_using-gpt-4-in-parameter-selection-of-polymer-informatics-improving-predictive-accuracy-amidst-data-scarcity-and-ugly-du_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma}}, year = {2026}, url = {https://4ort.xyz/entity/using-gpt-4-in-parameter-selection-of-polymer-informatics-improving-predictive-accuracy-amidst-data-scarcity-and-ugly-du}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and ‘Ugly Duckling’ dilemma — https://4ort.xyz/entity/using-gpt-4-in-parameter-selection-of-polymer-informatics-improving-predictive-accuracy-amidst-data-scarcity-and-ugly-du (retrieved 2026-05-24)
