Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry

Research article (Computer Methods in Applied Mechanics and Engineering, 2023) · cited 103× · AI/ML
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Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry

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Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry is a scholarly article[1].

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  • Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry. Retrieved May 24, 2026, from https://4ort.xyz/entity/physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet
MLA “Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet.
BibTeX @misc{4ortxyz_physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry}}, year = {2026}, url = {https://4ort.xyz/entity/physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry — https://4ort.xyz/entity/physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet (retrieved 2026-05-24)

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