814 citations · 915 across the 6 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.AI2018★ 91 cited
Verification for Machine Learning, Autonomy, and Neural Networks Survey
Weiming Xiang, Patrick Musau, Ayana A. Wild +5
This survey presents an overview of verification techniques for autonomous systems, with a focus on safety-critical autonomous cyber-physical systems (CPS) and subcomponents thereo…
cs.SC2018★ 2 cited
Simulation-Based Reachability Analysis for High-Index Large Linear Differential Algebraic Equations
Hoang-Dung Tran, Weiming Xiang, Nathaniel Hamilton +1
Reachability analysis is a fundamental problem for safety verification and falsification of Cyber-Physical Systems (CPS) whose dynamics follow physical laws usually represented as…