Applications & case studies
Four detailed lessons, mathematical definitions, worked examples and limitations.
Explore the lessons
Concept 41Chemistry and materialsUse quantum data and physics-informed models to estimate molecular observables or identify material regimes.Concept 42Finance and anomaly detectionStudy feature-map classifiers for fraud or anomaly detection under severe class imbalance.Concept 43Medical and biological signalsExplore small-dimensional signal classification with careful governance and patient-level splits.Concept 44Computer vision and hybrid modelsUse classical feature extraction followed by a small quantum head, or patch-wise quantum filters.