Home ›
Entities
› academia
› A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study
A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study
Research article (Digital Chemical Engineering, 2022) · cited 32× · AI/ML
A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study
Summary
A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study is a scholarly article[1].
Key Facts
A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study'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). A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-physics-informed-neural-networks-pinn-oriented-approach-to-flow-metering-in-oil-wells-an-esp-lifted-oil-well-system-as
MLA“A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-physics-informed-neural-networks-pinn-oriented-approach-to-flow-metering-in-oil-wells-an-esp-lifted-oil-well-system-as.
BibTeX@misc{4ortxyz_a-physics-informed-neural-networks-pinn-oriented-approach-to-flow-metering-in-oil-wells-an-esp-lifted-oil-well-system-as_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study}}, year = {2026}, url = {https://4ort.xyz/entity/a-physics-informed-neural-networks-pinn-oriented-approach-to-flow-metering-in-oil-wells-an-esp-lifted-oil-well-system-as}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study — https://4ort.xyz/entity/a-physics-informed-neural-networks-pinn-oriented-approach-to-flow-metering-in-oil-wells-an-esp-lifted-oil-well-system-as (retrieved 2026-05-24)
