Home › Entities › academia › <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates

<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates

Research article (Mechanical Systems and Signal Processing, 2024) · cited 12× · AI/ML
academia openalex:W4402531738
Press Enter · cited answer in seconds

k-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates

Summary

k-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates is a scholarly article[1].

Key Facts

  • k-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates's instance of is recorded as scholarly article[2].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

📑 Cite this page

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.

APA 4ort.xyz Knowledge Graph. (2026). <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates. Retrieved May 24, 2026, from https://4ort.xyz/entity/mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml
MLA “<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml.
BibTeX @misc{4ortxyz_mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates}}, year = {2026}, url = {https://4ort.xyz/entity/mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.svg"><mml:mrow><mml:mi mathvariant="bold-italic">k</mml:mi></mml:mrow></mml:math>-space physics-informed neural network (k-PINN) for compressed spectral mapping and efficient inversion of vibrations in thin composite laminates — https://4ort.xyz/entity/mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/mml-math-xmlns-mml-http-www-w3-org-1998-math-mathml-altimg-si47-svg-mml-mrow-mml-mi-mathvariant-bold-italic-k-mml-mi-mml · Last refreshed: