Publications

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2023

Machine learning and sensitivity analysis for predicting nasal drug delivery for targeted deposition

International Journal of Pharmaceutics

H. Calmet, D. Dosimont, D. Oks, G. Houzeaux, B. Vara Almirall, and K. Inthavong
Numerical simulations of the flow and aerosol dispersion in a violent expiratory event

physics of fluids
A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels

SAC '23: 38th ACM/SIGAPP Symposium on Applied ComputingProceedings of the 38th ACM/SIGAPP Symposium on Applied Computing

N. Andriotis, A. Serrano-Cases, S. Alcaide, J. Abella, F. J. Cazorla, Y. Peng, A. Baldovin, M. Paulitsch, and V. Tsymbal
Uncertainty Management in Dependable and Intelligent Embedded Software

Computer

J. Perez-Cerrolaza, F. J. Cazorla, and J. Abella
Dynamic and execution views to improve validation, testing, and optimization of autonomous driving software

Software Quality Journal

M. Alcon, H. Tabani, J. Abella, and F. J. Cazorla
Improving the performance of classical linear algebra iterative methods via hybrid parallelism

Journal of Parallel and Distributed Computing

P. J. Martinez-Ferrer, T. Arslan, and V. Beltran
Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning

SafeAI 2023: The AAAI’s Workshop on Artificial Intelligence Safety

A. Brando, I. Serra, E. Mezzetti, F. J. Cazorla, and J. Abella
On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems

Computer

A. Brando, I. Serra, E. Mezzetti, F. J. Cazorla, J. Perez-Cerrolaza, and J. Abella
Vector Extensions in COTS Processors to Increase Guaranteed Performance in Real-Time Systems

ACM Transactions on Embedded Computing Systems

R. Pujol, J. Jorba, H. Tabani, L. Kosmidis, E. Mezzetti, J. Abella, and F. Cazorla
Efficient Diverse Redundant DNNs for Autonomous Driving" (to appear)

COMPSAC 2023 47th IEEE International Conference on Computers, Software & Applications - Autonomous Systems Symposium (ASYS)

M. Caro, J. Fornt, and J. Abella

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