output
20212025
most citedLifecycle Management of Trustworthy AI Models in 6G Networks: The REASON Approach

9 citations

9 papers

cs.NI2025★ 9 cited

Lifecycle Management of Trustworthy AI Models in 6G Networks: The REASON Approach

Juan Parra-Ullauri, Xueqing Zhou, Shadi Moazzeni +11

Artificial Intelligence (AI) is expected to play a key role in 6G networks including optimising system management, operation, and evolution. This requires systematic lifecycle mana…

eess.SY2023

Irradiation Tests for Commercial Off-the Shelf Components with Atmospheric-like Neutrons and Heavy-Ions

Paolo Branchini, Andrea Fabbri, Sacha Cormenier +9

This paper presents the results of the irradiation, performed with atmospheric-like neutrons and heavy-ions, of Commercial Off-the Shelf Components (COTS), which can be used in spa…

cs.LG2023★ 6 cited

A Trustworthiness Score to Evaluate DNN Predictions

Abanoub Ghobrial, Darryl Hond, Hamid Asgari +1

Due to the black box nature of deep neural networks (DNN), the continuous validation of DNN during operation is challenging with the absence of a human monitor. As a result this ma…

physics.class-ph2022★ 4 cited

A unified framework for linear thermo-visco-elastic wave propagation including the effects of stress-relaxation

Erik García Neefjes, David Nigro, Artur L. Gower +3

We present a unified framework for the study of wave propagation in homogeneous linear thermo-visco-elastic (TVE) continua, starting from conservation laws. In free-space such medi…

cs.LG2022★ 1 cited

DIRA: Dynamic Domain Incremental Regularised Adaptation

Abanoub Ghobrial, Xuan Zheng, Darryl Hond +2

Autonomous systems (AS) often use Deep Neural Network (DNN) classifiers to allow them to operate in complex, high-dimensional, non-linear, and dynamically changing environments. Du…

physics.app-ph2021

Direct polariton-to-electron tunneling in quantum cascade detectors operating in the strong light-matter coupling regime

Mathurin Lagrée, Mathieu Jeannin, Grégory Quinchard +5

We demonstrate mid-infrared quantum cascade detectors (QCD) operating in the strong light-matter coupling regime. They operate around with a minimum Rabi splitting of 9.…

q-bio.QM2021★ 5 cited

An in silico drug repurposing pipeline to identify drugs with the potential to inhibit SARS-CoV-2 replication

Méabh MacMahon, Woochang Hwang, Soorin Yim +7

Drug repurposing provides an opportunity to redeploy drugs, which ideally are already approved for use in humans, for the treatment of other diseases. For example, the repurposing…

physics.app-ph2021★ 1 cited

Free space optical communication receiver based on a spatial demultiplexer and a photonic integrated coherent combining circuit

Vincent Billault, Jerome Bourderionnet, Jean-Paul Mazellier +7

Atmospheric turbulences can generate scintillation or beam wandering phenomena that impairs free space optical (FSO) communication. In this paper, we propose and demonstrate a proo…

physics.optics2021★ 3 cited

Ray-Wave Duality of Electromagnetic Fields: A Feynman Path integral Approach to Classical Vectorial Imaging

James Babington

We consider how vectorial aspects (polarization) of light propagation can be implemented, and its origin, within a Feynman path integral approach. A key part of this scheme is in g…