Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

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Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: In: Computational Mechanics, 2023, S. 1-12

Keyword: Wärmeübergang
Deep Learning
Modellierung

Event: Veröffentlichung

(where): Weimar

(who): Fakultät Bauingenieurwesen / Professur Modellierung und Simulation - Mechanik

(when): 2023

Creator: Guo, Hongwei
Alajlan, Naif
Zhuang, Xiaoying
Rabczuk, Timon

DOI: 10.1007/s00466-023-02287-x

URN: urn:nbn:de:gbv:wim2-20230517-63666

Rights: Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 14.08.2025, 10:47 AM CEST

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Associated

Guo, Hongwei
Alajlan, Naif
Zhuang, Xiaoying
Rabczuk, Timon
Fakultät Bauingenieurwesen / Professur Modellierung und Simulation - Mechanik

Time of origin

2023

Other Objects (12)

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Aufsatzsammlung

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Aufsatzsammlung

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Aufsatzsammlung

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

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Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

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Other Objects (12)

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Correction to: Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

Transient behavior of imperfect bi-directional functionally graded sandwich plates under moving loads

Transient bending analysis of a functionally graded circular plate with integrated surface piezoelectric layers

Stiff-PDEs and Physics-Informed Neural Networks

Physics-informed shape optimization using coordinate projection

Physics‐Informed Inverse Design of Programmable Metasurfaces

Functionally graded materials in industrial mass production

Physics-informed regression of implicitly-constrained robot dynamics

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