Applications#
In this section we present some examples of quantum circuits applied to specific problems.
Applications by topic#
Complexity theory#
Condensed Matter Physics#
Cryptography#
Finance#
High-Energy Physics#
Quantum Physics#
Quantum Machine Learning#
- Variational Quantum Classifier
- Data reuploading for a universal quantum classifier
- Parameter Shift Rule for an hardware-compatible Variational Quantum Regressor
- Quantum autoencoder for data compression
- Quantum autoencoders with enhanced data encoding
- Quantum Fourier Iterative Amplitude Estimation
- Quantum Convolutional Neural Network Classifier
- Quantum k-medians clustering
- Determining probability density functions with adiabatic quantum computing
Combinatorics#
Applications by algorithm#
Variational Quantum Circuits#
- Scaling of variational quantum circuit depth for condensed matter systems
- Variational Quantum Classifier
- Data reuploading for a universal quantum classifier
- Parameter Shift Rule for an hardware-compatible Variational Quantum Regressor
- Quantum autoencoder for data compression
- Quantum Singular Value Decomposer
- Measuring the tangle of three-qubit states
- Quantum autoencoders with enhanced data encoding
- Quantum unary approach to option pricing
- Maximal violation of Bell inequalities variationally
- Determining the proton content with a quantum computer
- Anomaly detection with variational quantum circuits
- Quantum Convolutional Neural Network Classifier
- Determining probability density functions with adiabatic quantum computing