Search Results for author: Sonia Martínez

Found 3 papers, 1 papers with code

Opinion Dynamics for Utility Maximizing Agents: Exploring the Impact of Resource Penalty

no code implementations7 Apr 2024 Prashil Wankhede, Nirabhra Mandal, Sonia Martínez, Pavankumar Tallapragada

The proposed utility functions also account for how the relative resources within the social group affect both an agent's stubbornness and social influence.

A Numerical Verification Framework for Differential Privacy in Estimation

no code implementations27 Aug 2021 Yunhai Han, Sonia Martínez

This is especially true for estimation mechanisms that take values in continuous spaces, as this requires checking for an infinite set of inequalities.

Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs

1 code implementation15 Mar 2020 Francesca Boso, Dimitris Boskos, Jorge Cortés, Sonia Martínez, Daniel M. Tartakovsky

This study focuses on the latter step by investigating the spatio-temporal evolution of data-driven ambiguity sets and their associated guarantees when the random QoIs they describe obey hyperbolic partial-differential equations with random inputs.

Optimization and Control Analysis of PDEs

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