Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes

Research article (Computer Methods in Applied Mechanics and Engineering, 2022) · cited 79× · AI/ML
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Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes

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Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes. Retrieved May 24, 2026, from https://4ort.xyz/entity/physics-data-combined-machine-learning-for-parametric-reduced-order-modelling-of-nonlinear-dynamical-systems-in-small-da
MLA “Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/physics-data-combined-machine-learning-for-parametric-reduced-order-modelling-of-nonlinear-dynamical-systems-in-small-da.
BibTeX @misc{4ortxyz_physics-data-combined-machine-learning-for-parametric-reduced-order-modelling-of-nonlinear-dynamical-systems-in-small-da_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Physics-data combined machine learning for parametric reduced-order modelling of nonlinear dynamical systems in small-data regimes}}, year = {2026}, url = {https://4ort.xyz/entity/physics-data-combined-machine-learning-for-parametric-reduced-order-modelling-of-nonlinear-dynamical-systems-in-small-da}, note = {Accessed: 2026-05-24}}
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