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TITLE: Physics-informed neural networks for a highly nonlinear dynamic system
AUTHORS: Barbulescu, Ruxandra; Ciuprina, Gabriela; Duca, Anton; Machado, Paulo; Silveira, L. Miguel;
PUBLISHED: 2025, SOURCE: JOURNAL OF MATHEMATICS IN INDUSTRY, VOLUME: 15, ISSUE: 1
INDEXED IN: Scopus WOS
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TITLE: Machine Learning Techniques to Model Highly Nonlinear Multi-field Dynamics
AUTHORS: Barbulescu, Ruxandra; Ciuprina, Gabriela; Duca, Anton; Silveira, L. Miguel ;
PUBLISHED: 2024, SOURCE: 14th International Conference on Scientific Computing in Electrical Engineering-SCEE in SCIENTIFIC COMPUTING IN ELECTRICAL ENGINEERING, SCEE 2022, VOLUME: 43
INDEXED IN: Scopus WOS CrossRef: 1
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TITLE: Effective Domain Partitioning With Electric and Magnetic Hooks
AUTHORS: Daniel Ioan; Gabriela Ciuprina; Silveira, L. Miguel ;
PUBLISHED: 2009, SOURCE: 13th Biennial IEEE Conference on Electromagnetic Field Computation in IEEE TRANSACTIONS ON MAGNETICS, VOLUME: 45, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef
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TITLE: Parametric Models Based on Sensitivity Analysis for Passive Components  Full Text
AUTHORS: Gabriela Ciuprina; Daniel Ioan; Dragos Niculae; Jorge Fernandez Villena; Silveira, L. Miguel ;
PUBLISHED: 2008, SOURCE: International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering in INTELLIGENT COMPUTER TECHNIQUES IN APPLIED ELECTROMAGNETICS, VOLUME: 119
INDEXED IN: Scopus WOS CrossRef