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Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations
Research article (Communications in Computational Physics, 2020) · cited 942× · AI/ML
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations
Summary
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations is a scholarly article[1].
Key Facts
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations. Retrieved May 24, 2026, from https://4ort.xyz/entity/extended-physics-informed-neural-networks-xpinns-a-generalized-space-time-domain-decomposition-based-deep-learning-frame
MLA“Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/extended-physics-informed-neural-networks-xpinns-a-generalized-space-time-domain-decomposition-based-deep-learning-frame.
BibTeX@misc{4ortxyz_extended-physics-informed-neural-networks-xpinns-a-generalized-space-time-domain-decomposition-based-deep-learning-frame_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations}}, year = {2026}, url = {https://4ort.xyz/entity/extended-physics-informed-neural-networks-xpinns-a-generalized-space-time-domain-decomposition-based-deep-learning-frame}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations — https://4ort.xyz/entity/extended-physics-informed-neural-networks-xpinns-a-generalized-space-time-domain-decomposition-based-deep-learning-frame (retrieved 2026-05-24)
