Search Results for author: Spandan Das

Found 3 papers, 1 papers with code

Abstraction-based Probabilistic Stability Analysis of Polyhedral Probabilistic Hybrid Systems

no code implementations29 Mar 2023 Spandan Das, Pavithra Prabhakar

In this paper, we consider the problem of probabilistic stability analysis of a subclass of Stochastic Hybrid Systems, namely, Polyhedral Probabilistic Hybrid Systems (PPHS), where the flow dynamics is given by a polyhedral inclusion, the discrete switching between modes happens probabilistically at the boundaries of their invariant regions and the continuous state is not reset during switching.

Bayesian Statistical Model Checking for Multi-agent Systems using HyperPCTL*

no code implementations6 Sep 2022 Spandan Das, Pavithra Prabhakar

In this paper, we present a Bayesian method for statistical model checking (SMC) of probabilistic hyperproperties specified in the logic HyperPCTL* on discrete-time Markov chains (DTMCs).

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