Robust verification of stochastic simulation codes

•Robust verification method for stochastic and deterministic codes enables a consistent approach across many disciplines.•Verification approach is suitable for code and solution verification, particularly for high-consequence simulations.•We demonstrate on verification problems from plasma, radiation transport, rarefied gas, and electromagnetics.