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20242026
most citedPhysics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN

7 citations · 15 across the 16 of their papers we have counts for

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8 papers · 1 filter

cs.LG2026

Geometric Kolmogorov--Arnold Network (GeoKAN)

Abhijit Sen, Bikram Keshari Parida, Giridas Maiti +2

We introduce Geometric Kolmogorov--Arnold Networks (GeoKANs), a family of geometry-aware KAN-type models in which approximation is carried out in learned, geometry-adapted coordina…

quant-ph2026★ 1 cited

Symplectic split-operator method for the time-dependent unitary Tavis-Cummings model

Roman Ovsiannikov, Kurt Jacobs, Andrii G. Sotnikov +1

We present a fast, memory-efficient, unitarity-preserving numerical method beyond the rotating-wave approximation for the closed Tavis-Cummings model in which a multilevel spin sys…

physics.hist-ph2026

The Birth of Quantum Mechanics and the Dirac Equation

Volodimir Simulik, Denys I. Bondar

The year 2025 marked the centennial of quantum mechanics, inaugurated by Heisenberg's matrix formulation and the foundational contributions of Pauli, Schrodinger, and Dirac. Concur…

quant-ph2026

NV-ensemble enabled microwave/NV parametric amplifier with optimal driving

Roman Ovsiannikov, Kurt Jacobs, Andrii G. Sotnikov +2

In our recent study [arXiv:2601.03407] we showed that a hybrid non-degenerate parametric amplifier could be realized for a microwave mode and an ensemble of NV-centers (or other sp…

quant-ph2026

Symplectic Split-Operator Propagators from Tridiagonalized Multi-Mode Bosonic Hilbert Spaces for Bose-Hubbard Hamiltonians

Denys I. Bondar, Ole Steuernagel

In this methods paper, we show how to tridia\-go\-nalize two families of bosonic multimode systems: optomechanical and Bose-Hubbard hamiltonians. Using tools from number theory, we…

quant-ph2026

Hilbert Space Black Hole Analog: Unidirectional Transport without Driving

Elvira Bilokon, Valeriia Bilokon, Frank Großmann +2

Black holes permit matter to cross their event horizon in only one direction. We show that interacting bosons in optical lattices with asymmetric barrier exhibit an analogous pheno…

quant-ph2026

Hybrid non-degenerate parametric amplifier for a microwave cavity mode and an NV ensemble

Roman Ovsiannikov, Kurt Jacobs, Andrii G. Sotnikov +2

We introduce an implementation of a non-degenerate parametric amplifier in which the signal and idler modes, respectively, a microwave mode and an ensemble of spins (e.g., nitrogen…

cs.AI2026

From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial

Abhijit Sen, Sonali Panda, Mahima Arya +3

This tutorial is designed to make reinforcement learning (RL) more accessible to undergraduate students by offering clear, example-driven explanations. It focuses on bridging the g…