publications
Recent selected publications from the QIC group.
2025
-
QM IntellExploiting symmetries in nuclear Hamiltonians for ground state preparationQuantum Machine Intelligence, 2025
-
QM Intell
-
arXiv preprintDouble-bracket algorithm for quantum signal processing without post-selection2025
-
arXiv preprintA unifying account of warm start guarantees for patches of quantum landscapes2025
-
PRX QuantumVariational Quantum Simulation: A Case Study for Understanding Warm StartsPRX Quantum, Jan 2025
-
arXiv preprintSimulating quantum circuits with arbitrary local noise using Pauli PropagationJan 2025
2024
-
arXiv preprintClassically estimating observables of noiseless quantum circuitsarXiv preprint arXiv:2409.01706, Jan 2024
-
Nat. CommunExponential concentration in quantum kernel methodsNature Communications, Jan 2024
-
arXiv preprintEfficient quantum-enhanced classical simulation for patches of quantum landscapesJan 2024
-
npj Quantum InfTrainability barriers and opportunities in quantum generative modelingnpj Quantum Information, Jan 2024
-
npj Quantum InfLarge-scale simulations of Floquet physics on near-term quantum computersnpj Quantum Information, Jan 2024
-
arXiv preprintClassically estimating observables of noiseless quantum circuitsJan 2024
-
Nat. Commun
-
Phys. Rev. Res.Dynamical simulation via quantum machine learning with provable generalizationPhys. Rev. Res., Mar 2024
2023
-
arXiv preprintOn fundamental aspects of quantum extreme learning machinesarXiv preprint arXiv:2312.15124, Mar 2023
-
arXiv preprintDoes provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computingarXiv preprint arXiv:2312.09121, Mar 2023
-
arXiv preprint
-
arXiv preprint
-
arXiv preprintLarge-scale simulations of Floquet physics on near-term quantum computersarXiv preprint arXiv:2303.02209, Mar 2023
-
Nat. Commun
-
arXiv preprint
-
arXiv preprintClassical surrogate simulation of quantum systems with LOWESAMay 2023
-
Phys. Rev. Res.Nonlinear transformations in quantum computationPhys. Rev. Res., Feb 2023
2022
-
npj
-
prx-quantumConnecting Ansatz Expressibility to Gradient Magnitudes and Barren PlateausPRX Quantum, Jan 2022
-
Quantum
-
arXiv preprint
-
QuantumQuantum algorithms from fluctuation theorems: Thermal-state preparationQuantum, Oct 2022
-
PRX QuantumConnecting Ansatz Expressibility to Gradient Magnitudes and Barren PlateausPRX Quantum, Jan 2022
2021
-
arXiv preprintLong-time simulations with high fidelity on quantum hardwareJan 2021
-
Phys. Rev. Lett.Barren Plateaus Preclude Learning ScramblersPhys. Rev. Lett., May 2021
2020
-
New J. PhysGibbs mixing of partially distinguishable photons with a polarising beamsplitter membraneNew Journal of Physics, Nov 2020
-
Phys. Rev. Lett.Enhanced Energy Transfer to an Optomechanical Piston from Indistinguishable PhotonsPhys. Rev. Lett., May 2020
-
EntropyQuantifying Athermality and Quantum Induced Deviations from Classical Fluctuation RelationsEntropy, May 2020
2019
-
QuantumCoherent fluctuation relations: from the abstract to the concreteQuantum, Feb 2019