Full Description
This book constitutes the refereed proceedings of the 13th International Conference on Verified Software, VSTTE 2021, and the 14th International Workshop on Numerical Software Verification, NSV 2021, held online, in July/ October 2021. Due to COVID-19 pandemic the conference was held virtually.There were 10 papers presented in this volume were carefully reviewed and selected from 20 submissions.
The papers focuses on challenges of the verification of cyber-physical systems with machine learning components and making large-scale verified software a practical reality and much more.
Contents
VSTTE 2021.- Quantitative Monitoring of Software.- Making Proofs of Floating-Point Programs Accessible to Regular Developers.- A Calculus for Multi-language Operational Semantics.- Partial Order Reduction for Timed Actors.- Uncertainty-Aware Signal Temporal Logic Inference.- Designing and Proving Properties of the Abaco Autoscaler Using TLA+.- Case Study: Analysis of Autonomous Center line Tracking Neural Networks.- Abstract Interpretation of LLVM with a Region-Based Memory Model.- NSV 2021.- Formal Verification of Neural Network Controllers for Collision-Free Flight.- An Efficient Summation Algorithm for the Accuracy, Convergence and Reproducibility of Parallel Numerical Methods.-Modeling Round-off Errors in Hydrodynamic Simulations.
