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Articles

Highly technical, long-form articles containing production-ready Python code and rigorous mathematical equations.

#VQE #Algorithms #QuantumChemistry #DeepDive
Advanced

Variational Quantum Eigensolver (VQE): Principles & Applications

VQE leverages parameterized quantum circuits combined with classical optimization loops to find ground state energies, forming the core of molecular simulations and physical chemistry models.

Quavis - Quantum Vision 1 min read
2026-08-05 16:29 334 reads
#QNN #QML #Algorithms #Software
Intermediate

Quantum Neural Networks (QNN): Superposition & Entanglement in AI

By utilizing quantum entanglement and superposition, QNNs represent data spaces of exponentially high dimensions, ideal for complex classification tasks and high-energy physics models.

Quavis - Quantum Vision 1 min read
2026-08-05 16:29 446 reads
#QuantumKernel #QML #Algorithms #DeepDive
Advanced

Quantum Kernel Estimation: Hilbert Space Feature Mapping

Map classical data into quantum Hilbert space via feature maps, allowing SVMs and classical linear classifiers to process previously non-linear relationships with quantum precision.

Quavis - Quantum Vision 1 min read
2026-08-05 16:29 309 reads