Variational quantum algorithms (VQAs) have attracted a lot of attention from the quantum computing community for the last few years. Their hybrid quantum-classical nature with relatively shallow ...

Supervised machine learning improves predictions of compressive strength in industrial waste-modified concrete, supporting ...

Deep learning, a multilayered neural-network approach inspired by the brain, has revolutionized machine learning. Its success relies on backpropagation, which computes gradients of a loss function for ...

The recognition that the world is quantum mechanical has allowed researchers to embed well established, but classical, theories into the framework of quantum Hilbert spaces. Shannon’s information ...