Home ›
Entities
› academia
› Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae
Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae
Research article (Process Safety and Environmental Protection, 2022) · cited 104× · AI/ML
Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae
Summary
Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae is a scholarly article[1].
Key Facts
Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae'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). Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae. Retrieved May 24, 2026, from https://4ort.xyz/entity/physics-informed-neural-networks-for-hybrid-modeling-of-lab-scale-batch-fermentation-for-carotene-production-using-sacch
MLA“Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/physics-informed-neural-networks-for-hybrid-modeling-of-lab-scale-batch-fermentation-for-carotene-production-using-sacch.
BibTeX@misc{4ortxyz_physics-informed-neural-networks-for-hybrid-modeling-of-lab-scale-batch-fermentation-for-carotene-production-using-sacch_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae}}, year = {2026}, url = {https://4ort.xyz/entity/physics-informed-neural-networks-for-hybrid-modeling-of-lab-scale-batch-fermentation-for-carotene-production-using-sacch}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae — https://4ort.xyz/entity/physics-informed-neural-networks-for-hybrid-modeling-of-lab-scale-batch-fermentation-for-carotene-production-using-sacch (retrieved 2026-05-24)