Quantum machine learning | Giovanni Scala | Quantum Informationhttps://giovanniscala.github.io/tag/quantum-machine-learning/Quantum machine learningWowchemy (https://wowchemy.com)en-us© 2026 Giovanni ScalaMon, 14 Sep 2026 00:00:00 +0000https://giovanniscala.github.io/media/icon_hub9af10373a867da90b39ee3f3796e0ee_26097_512x512_fill_lanczos_center_2.pngQuantum machine learninghttps://giovanniscala.github.io/tag/quantum-machine-learning/Quantum Machine Learninghttps://giovanniscala.github.io/project/quantum-machine-learning/Mon, 14 Sep 2026 00:00:00 +0000https://giovanniscala.github.io/project/quantum-machine-learning/<p>This research investigates when quantum-data kernels remain informative with finite measurement budgets, with emphasis on resource scaling, concentration effects, and quantum phase-transition learning.</p>Finite-size resource scaling for learning quantum phase transitions with fidelity-based support vector machineshttps://giovanniscala.github.io/publication/2026/finite-size-resource-scaling-qml/Thu, 19 Mar 2026 00:00:00 +0000https://giovanniscala.github.io/publication/2026/finite-size-resource-scaling-qml/