Search Results for author: Simon Foster

Found 3 papers, 1 papers with code

Probabilistic relations for modelling epistemic and aleatoric uncertainty: semantics and automated reasoning with theorem proving

no code implementations16 Mar 2023 Kangfeng Ye, Jim Woodcock, Simon Foster

We demonstrate our work with six examples, including problems in robot localisation, classification in machine learning, and the termination of probabilistic loops.

Automated Theorem Proving Probabilistic Programming

Certifying Differential Equation Solutions from Computer Algebra Systems in Isabelle/HOL

2 code implementations4 Feb 2021 Thomas Hickman, Christian Pardillo Laursen, Simon Foster

However, Isabelle lacks automated proof support for continuous artifacts, which means that verification is often manual.

Logic in Computer Science Dynamical Systems

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