57 citations · 225 across the 22 of their papers we have counts for
6 papers · 1 filter
Jamming Source Localization Using Augmented Physics-Based Model
Andrea Nardin, Tales Imbiriba, Pau Closas
Monitoring interferences to satellite-based navigation systems is of paramount importance in order to reliably operate critical infrastructures, navigation systems, and a variety o…
Bayesian data fusion with shared priors
Peng Wu, Tales Imbiriba, Victor Elvira +1
The integration of data and knowledge from several sources is known as data fusion. When data is only available in a distributed fashion or when different sensors are used to infer…
Sample generation for the spin-fermion model using neural networks
Georgios Stratis, Phillip Weinberg, Tales Imbiriba +2
Quantum Monte-Carlo simulations of hybrid quantum-classical models such as the double exchange Hamiltonian require calculating the density of states of the quantum degrees of freed…
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
Nasim Soltani, Hai Cheng, Mauro Belgiovine +10
Orthogonal Frequency Division Multiplexing (OFDM)-based waveforms are used for communication links in many current and emerging Internet of Things (IoT) applications, including the…
Online multi-resolution fusion of space-borne multispectral images
Haoqing Li, Bhavia Duvviri, Ricardo Borsoi +4
Satellite imaging has a central role in monitoring, detecting and estimating the intensity of key natural phenomena. One important feature of satellite images is the trade-off betw…
Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering
Tales Imbiriba, Ahmet Demirkaya, Jindřich Duník +3
In this paper we present a hybrid neural network augmented physics-based modeling (APBM) framework for Bayesian nonlinear latent space estimation. The proposed APBM strategy allows…