17 citations · 20 across the 8 of their papers we have counts for
8 papers
From holonomies to holographic duality via tensor networks
Grzegorz Czelusta, Jakub Mielczarek
Tensor networks provide a powerful tool for studying many-body quantum systems, particularly making quantum simulations more efficient. In this article, we construct a tensor netwo…
Cloud Detection in Multispectral Satellite Images Using Support Vector Machines With Quantum Kernels
Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek +4
Support vector machines (SVMs) are a well-established classifier effectively deployed in an array of pattern recognition and classification tasks. In this work, we consider extendi…
Optimizing Kernel-Target Alignment for cloud detection in multispectral satellite images
Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek +4
The optimization of Kernel-Target Alignment (TA) has been recently proposed as a way to reduce the number of hardware resources in quantum classifiers. It allows to exchange highly…
Quantum circuits for the Ising spin networks
Grzegorz Czelusta, Jakub Mielczarek
Spin network states are a powerful tool for constructing the gauge theories on a graph. In loop quantum gravity (LQG), they have yielded many promising predictions, althoug…
Detecting Clouds in Multispectral Satellite Images Using Quantum-Kernel Support Vector Machines
Artur Miroszewski, Jakub Mielczarek, Grzegorz Czelusta +4
Support vector machines (SVMs) are a well-established classifier effectively deployed in an array of classification tasks. In this work, we consider extending classical SVMs with q…
Quantum variational solving of the Wheeler-DeWitt equation
Grzegorz Czelusta, Jakub Mielczarek
One of the central difficulties in the quantization of the gravitational interactions is that they are described by a set of constraints. The standard strategy for dealing with the…
Secure quantum communication through a wormhole
Grzegorz Czelusta, Jakub Mielczarek
An accumulation of theoretical evidence contribute to the picture of gravity as a manifestation of quantum entanglement in a certain many-body quantum system. This is in particular…
Quantum simulations of a qubit of space
Grzegorz Czelusta, Jakub Mielczarek
In loop quantum gravity approach to Planck scale physics, quantum geometry is represented by superposition of the so-called spin network states. In the recent literature, a class o…