Concepedia

Andrea Patanè

AP

11

Publications

220

Citations

11

H-Index

1996

Active since

Affiliations

University of Oxford(Current)

University of Catania

Delft University of Technology

Italian Institute of Technology

Institute for Microelectronics and Microsystems

Andrea Patanè is an author at University of Oxford specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningStatisticsData ScienceDeep LearningUncertainty QuantificationAdversarial Machine LearningGeneticsMedicine

Publications per year

1996–2023

11

Publications

11

A Bayesian defect-based physics-guided neural network model for probabilistic fatigue endurance limit evaluation

Alessandro Tognan, Andrea Patanè, Luca Laurenti et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 31 citations · Full text

Multi-objective optimization of genome-scale metabolic models: the case of ethanol production

Andrea Patanè, Giorgio Jansen, Piero Conca et al. · Annals of Operations Research · 2018 · 30 citations · Full text

E. Coli, Engineering, Genetics +22

Robustness of Bayesian Neural Networks to Gradient-Based Attacks

Ginevra Carbone, Matthew Wicker, Luca Laurenti et al. · arXiv (Cornell University) · 2020 · 27 citations · Full text

Artificial Intelligence, Hamiltonian Monte Carlo, Engineering +13

Pareto Optimal Design for Synthetic Biology

Andrea Patanè, Andrea Santoro, Jole Costanza et al. · IEEE Transactions on Biomedical Circuits and Systems · 2015 · 25 citations

When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts

Simon Eberz, Giulio Lovisotto, Andrea Patanè et al. · 2018 · 25 citations · Full text

Physical Activity, Engineering, Machine Learning +23

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