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A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks
Research article (Engineering Analysis with Boundary Elements, 2022) · cited 44× · AI/ML
A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks
Summary
A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks is a scholarly article[1].
Key Facts
A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks's instance of is recorded as scholarly article[2].
References
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APA4ort.xyz Knowledge Graph. (2026). A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-novel-temperature-prediction-method-without-using-energy-equation-based-on-physics-informed-neural-network-pinn-a-case
MLA“A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-novel-temperature-prediction-method-without-using-energy-equation-based-on-physics-informed-neural-network-pinn-a-case.
BibTeX@misc{4ortxyz_a-novel-temperature-prediction-method-without-using-energy-equation-based-on-physics-informed-neural-network-pinn-a-case_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks}}, year = {2026}, url = {https://4ort.xyz/entity/a-novel-temperature-prediction-method-without-using-energy-equation-based-on-physics-informed-neural-network-pinn-a-case}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks — https://4ort.xyz/entity/a-novel-temperature-prediction-method-without-using-energy-equation-based-on-physics-informed-neural-network-pinn-a-case (retrieved 2026-05-24)
