I conducted a study to see if material characterization was better using Quantum Computing rather than traditional ML. The results showed far more accuracy using QML . But Again the world is filled with wonders . I wonder if narrowing down our search using computation can result in missing out .While tackling a specific Engineering problem it can certainly make things easier. More like having a ground work done using computational methods is better than starting with nothing accelerating discovery.