24 citations · 39 across the 5 of their papers we have counts for
5 papers
Concentration-Free Quantum Kernel Learning in the Rydberg Blockade
Ayana Sarkar, Martin Schnee, Sangeeth Das Kallullathil +4
Quantum kernel methods (QKMs) offer an appealing framework for machine learning on near-term quantum computers. However, QKMs generically suffer from exponential concentration, req…
CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models
Sehmimul Hoque, Hao Jia, Abhishek Abhishek +6
The Large Hadron Collider's high luminosity era presents major computational challenges in the analysis of collision events. Large amounts of Monte Carlo (MC) simulation will be re…
Internal Geometric Friction in a Kitaev Chain Heat Engine
Elif Yunt, Mojde Fadaie, Özgür E. Müstecaplıoğlu +1
We investigate a heat engine with a finite-length Kitaev chain in an ideal Otto cycle. It is found that the critical point of the topological phase transition coincides with the ma…
Topological and Finite Size Effects in a Kitaev Chain Heat Engine
Elif Yunt, Mojde Fadaie, Özgür E. Müstecaplıoğlu
We investigate a heat engine with a finite length Kitaev chain in an Otto cycle. Finite size effects are taken into account using method of Hill's nano-thermodynamics as well as us…
Topological Phase Transition in Quantum Heat Engine Cycles
Mojde Fadaie, Elif Yunt, Özgür E. Müstecaplıoğlu
We explore signatures of a topological phase transition (TPT) in the work and efficiency of a quantum heat engine, which uses a single layer topological insulator, stanene, in an e…