Francesco Ferranti

Vrije Universiteit Brussel — Belgium

Engineering · Physical Sciences

20h-index1.4kcitations183works2.12yr avg
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Research Topics

Electromagnetic Compatibility and Noise Suppression(50), Model Reduction and Neural Networks(33), Lightning and Electromagnetic Phenomena(31), Probabilistic and Robust Engineering Design(31), Electromagnetic Simulation and Numerical Methods(30)

Publications183 total

Clustering-enhanced supervised learning for nanophotonic design
Optical and Quantum Electronics·2025
Enhanced Sparse Polynomial Chaos Expansion for Electromagnetic Compatibility Uncertainty Quantification Problems
IEEE Transactions on Electromagnetic Compatibility·2025· 1 cited
Application of Sparse Polynomials Chaos Expansion Via Enhanced Compressive Sensing Method for Stochastic Analysis of Interconnects
2025
Enhanced control of the Goos–Hänchen shift at graphene-hyperbolic boron nitride multilayer hyper crystal
Optics & Laser Technology·2025· 5 citedOpen Access
Latent space-based modeling for spectral prediction in generative photonics design
Optics Letters·2025· 1 cited
Recent advances in optical interfacing microstructures fabricated through two-photon polymerization-based laser direct writing
2025
Metaoptics for aberration correction in fluorescence imaging endoscopy optical systems
2025
Two-Photon Polymerization-based Laser Direct Writing of Multilevel Metalenses
2025
Determination of the safe operating area in potentially destructive measurements using probability of feasibility
Measurement·2024
Derivatives-Enhanced Proper Orthogonal Decomposition for PEEC Models With Delays
IEEE Microwave and Wireless Technology Letters·2024Open Access
Direct electrodeposition on conductive polymer structures for microwave device manufacturing
Additive manufacturing·2024· 3 cited
Accurate Radiation Pattern Prediction of Phased Array Antennas Using Hadamard-Based Excitations
IEEE Antennas and Wireless Propagation Letters·2024Open Access
Advancing hemoglobinopathy screening with Raman spectroscopy and machine learning
2024
Wavelength-dependent responses and machine learning in nanophotonics modeling
2024
3D nanoprinting of high-numerical aperture multilevel metalenses.
2024
Design and simulation of dielectric metasurface for aberration correction in fiber-scanning microendoscope
2024
A Study of High-Frequency Noise for Microplastics Classification Using Raman Spectroscopy and Machine Learning
Applied Spectroscopy·2024· 5 cited
Fabrication of multilevel metalenses using multiphoton lithography: from design to evaluation
Optics Express·2024· 23 citedOpen Access
Adaptive Frequency Sampling Based on Local Rational Modeling for Microwave Electromagnetic Simulations
IEEE Transactions on Microwave Theory and Techniques·2024· 4 cited
Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Tom Dhaene(25), Luc Knockaert(25), Giulio Antonini(19), M. Nakhla(8), Luigi Lombardi(5), Albert E. Ruehli(4), Paweł Barmuta(4), Arkadiusz Lewandowski(4), Dominique Schreurs(4), Yves Rolain(4), Domenico Spina(3), Ye Tao(3), Ivo Couckuyt(2), Gian Piero Gibiino(2), Elizabeth Rita Samuel(2), Evi Van Nechel(2), Behzad Nouri(2), Mauro Parise(2), Hugo Thienpont(2), K P Prajosh(2)