collaborators

5 papers

quant-ph2026

Resource theory of coherence in continuous position basis from measurement-induced dephasing

Karol Sajnok, Fabio Costa

We develop a resource-theoretic framework for quantum coherence directly in continuous basis, with emphasis on the position representation. Since position eigenstates are non-norma…

cs.LG2026

Near-Equilibrium Propagation training in nonlinear wave systems

Karol Sajnok, Michał Matuszewski, Michał Matuszewski

Backpropagation learning algorithm, the workhorse of modern artificial intelligence, is notoriously difficult to implement in physical neural networks. Equilibrium Propagation (EP)…

quant-ph2025

The relativistic reason for quantum probability amplitudes

Karol Sajnok, Kacper Dębski, Kacper Dębski +1

We show that the quantum-mechanical probability distribution involving complex probability amplitudes can be derived from three natural conditions imposed on a relativistically inv…

gr-qc2025

Operator Ordering in the Relativistic Quantization: Specific Heat in the Rindler Frame

Karol Sajnok, Kacper Dębski

We introduce a covariant canonical quantization for a particle in curved spacetime that tracks operator-ordering ambiguities. Parameterizing spatial and temporal ordering, we deriv…

physics.optics2025

Modeling Nonlinear Optics with the Transfer Matrix Method

Karol Sajnok, Michał Matuszewski

The Transfer Matrix Method (TMM) is a widely used technique for modeling linear propagation of electromagnetic waves through stratified layered media. However, since its extension…