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Journal Articles

PINN-based resolution of inverse non-linear magnetostatic problems

Available to Purchase
Sami Barmada, Shayan Dodge, Alessandro Formisano, Paolo Di Barba, Maria Evelina Mognaschi
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL 1–12.
https://doi.org/10.1108/COMPEL-10-2025-0508
Published: 14 April 2026
View article titled, PINN-based resolution of inverse non-linear magnetostatic problems
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Journal Articles

Relating transmission line overvoltages and lightning location: a machine learning–based procedure

Available to Purchase
Sami Barmada, Shayan Dodge, Massimo Brignone, Martino Nicora, Renato Procopio
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2025) 44 (5): 769–783.
https://doi.org/10.1108/COMPEL-12-2024-0521
Published: 05 September 2025
View article titled, Relating transmission line overvoltages and lightning location: a machine learning–based procedure
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Journal Articles

Analysis of current distribution and termination conditions in 2D metasurfaces

Open Access
Sami Barmada, Nunzia Fontana, Leonardo Sandrolini, Mattia Simonazzi
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2024) 43 (3): 427–443.
https://doi.org/10.1108/COMPEL-10-2023-0548
Published: 22 April 2024
View article titled, Analysis of current distribution and termination conditions in 2D metasurfaces
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Journal Articles

Deep learning as a tool for inverse problems resolution: a case study

Open Access
Sami Barmada, Alessandro Formisano, Dimitri Thomopulos, Mauro Tucci
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2022) 41 (6): 2120–2133.
https://doi.org/10.1108/COMPEL-10-2021-0383
Published: 27 July 2022
View article titled, Deep learning as a tool for inverse problems resolution: a case study
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Journal Articles

Impact of nearby lightning on photovoltaic modules converters

Available to Purchase
Sami Barmada, Alessandro Formisano, Jesus C. Hernandez, Francisco José J. Sánchez Sutil, Carlo Petrarca
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2022) 41 (2): 628–643.
https://doi.org/10.1108/COMPEL-06-2021-0209
Published: 16 November 2021
View article titled, Impact of nearby lightning on photovoltaic modules converters
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