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researcher

J. E. C. Serrall'es

3 papers hereh-index 231 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CE1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedMR-Based Electrical Property Reconstruction Using Physics-Informed Neural Networks

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CE2025

Global Maxwell Tomography Using the Volume-Surface Integral Equation for Improved Estimation of Electrical Properties

Ilias Giannakopoulos, José E. Cruz Serrallés, Jan Paška +3

Objective: Global Maxwell Tomography (GMT) is a noninvasive inverse optimization method for the estimation of electrical properties (EP) from magnetic resonance (MR) measurements.…

cs.LG2023

PIFON-EPT: MR-Based Electrical Property Tomography Using Physics-Informed Fourier Networks

Xinling Yu, José E. C. Serrallés, Ilias I. Giannakopoulos +4

We propose Physics-Informed Fourier Networks for Electrical Properties (EP) Tomography (PIFON-EPT), a novel deep learning-based method for EP reconstruction using noisy and/or inco…

cs.LG2022★ 1 cited

MR-Based Electrical Property Reconstruction Using Physics-Informed Neural Networks

Xinling Yu, José E. C. Serrallés, Ilias I. Giannakopoulos +4

Electrical properties (EP), namely permittivity and electric conductivity, dictate the interactions between electromagnetic waves and biological tissue. EP can be potential biomark…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.