activity
19932026
most citedGeneralization in quantum machine learning from few training data

485 citations · 3k across the 63 of their papers we have counts for

collaborators

67 papers

quant-ph2026

Quantum simulation of field-tunable spin spectroscopy of the quantum magnet Cs2CoCl4 on a trapped-ion quantum computer

Elias Kokkas, Nora Bauer, Justin Provazza +7

The collective excitation spectra of quantum magnets provide a direct test of quantum computers as tools for studying strongly correlated matter. Hardware noise limits the circuit…

cs.NE2026

All On-Board: Fully On-Chip Neuromorphic Q-Learning with Embedded CartPole Simulation

Steven C. Nesbit, Giovanni T. Michel, Gerd J. Kunde +2

As AI models grow in size and usage, their energy demands increase dramatically, raising sustainability and economic concerns. Neuromorphic hardware, inspired by the energy efficie…

quant-ph2025★ 1 cited

Thresholded Quantum Sensing with a Frustrated Kitaev Trimer

C. Huerta Alderete, Anubhav Kumar Srivastava, Bharath Hebbe Madhusudhana +1

We investigate the response of a Ramsey interferometric quantum sensor based on a frustrated, three-spin system (a Kitaev trimer) to a classical time-dependent field (signal). The…

quant-ph2024★ 6 cited

Quantum Tensor Product Decomposition from Choi State Tomography

Refik Mansuroglu, Arsalan Adil, Michael J. Hartmann +2

The Schmidt decomposition is the go-to tool for measuring bipartite entanglement of pure quantum states. Similarly, it is possible to study the entangling features of a quantum ope…

quant-ph2023★ 5 cited

The cost of solving linear differential equations on a quantum computer: fast-forwarding to explicit resource counts

David Jennings, Matteo Lostaglio, Robert B. Lowrie +2

How well can quantum computers simulate classical dynamical systems? There is increasing effort in developing quantum algorithms to efficiently simulate dynamics beyond Hamiltonian…

quant-ph2023★ 4 cited

Mixed Quantum-Semiclassical Simulation

Javier Gonzalez-Conde, Andrew T. Sornborger

We study the quantum simulation of mixed quantum-semiclassical (MQS) systems, of fundamental interest in many areas of physics, such as molecular scattering and gravitational backr…