May 14, 2024 · The proposed method is highly effective. Evaluation on the complete set of benchmarks taken from the 2022 ARCH falsification competition ...

May 16, 2024 · In this work, we propose an alternative ap- proach, where simulations are used to construct a surrogate model for the system dynamics using data ...

May 10, 2024 · Published with Hugo Blox Builder — the free, open source website builder that empowers creators.

In this work, we propose an alternative approach, where simulations are used to construct a surrogate model for the system dynamics using data-driven Koopman ...

Jun 13, 2024 · Based on this search space transformation, we propose a falsification approach that performs the search over the unconstrained space, guided by ...

Falsification using Reachability of Surrogate Koopman Models · Black-box falsification problems are most often solved by numerical optimization algorithms. In ...

FReaK - Falsification using Reachability and Koopman. Overview. A MATLAB toolkit for falsification using Koopman surrogate models. Table of ...

Falsification using Reachability of Surrogate Koopman Models · Conference Paper · Full-text available. May 2024. ·. 21 Reads. ·. 2 Citations. Stanley Bak. ·.

Falsification using Reachability of Surrogate Koopman Models. In ACM International Conference on Hybrid Systems: Computation and Control (HSCC). PDF Venue.

Falsification using Reachability of Surrogate Koopman Models. Source: Amir Rahmati's Publications · State Machine Mutation-based Testing Framework for ...