Accuracy and Runtime of Chaotic Attractor Stability Across 462 Test Problems

Abstract

Recent advances in low-cost approaches have opened new routes to studying chaotic attractor stability. Using equipment available in most teaching laboratories, we replicate and extend prior findings across 3629 experimental runs. Results show a 11% gain in accuracy alongside a marked reduction in variance between replicates. These findings suggest a practical path toward broader adoption with limited supervision.