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Florian Marquardt

Max Planck Society

58H-index
326Paper Count
2.1WCitation Count
Published Papers 59
Publication Date
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Reusability report: Optimizing T count in general quantum circuits with AlphaTensor-Quantum
errNature Machine Intelligence
IF23.9
err2025-12-31
err0
errOAAI
errRemmy Zen; Maximilian Nägele; Florian Marquardt
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Transfer learning in predicting quantum many-body dynamics: from physical observables to entanglement entropy
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2025-03-17
err0
errOAAI
errSchmidt, Philipp; Marquardt, Florian; Mohseni, Naeimeh
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dCG-differentiable connected geometries for AI-compatible multi-domain optimization and inverse design
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-02-27
err0
errOAAI
errLuce, Alexander; Gruenbaum, Daniel; Marquardt, Florian
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Simultaneous discovery of quantum error correction codes and encoders with a noise-aware reinforcement learning agent
errNPJ QUANTUM INFORMATION
IF8.3
err2024-12-03
err0
errOAAI
errOlle, Jan; Zen, Remmy; Puviani, Matteo; Marquardt, Florian
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Training coupled phase oscillators as a neuromorphic platform using equilibrium propagation
errNEUROMORPHIC COMPUTING AND ENGINEERING
IF6.1
err2024-09-20
err0
errOAAI
errWang, Qingshan; Wanjura, Clara C.; Marquardt, Florian
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Optimizing ZX-diagrams with deep reinforcement learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-09-19
err0
errOAAI
errNaegele, Maximilian; Marquardt, Florian
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Fully nonlinear neuromorphic computing with linear wave scattering
errNATURE PHYSICS
IF18.4
err2024-07-09
err5
errOAAI
errWanjura, Clara C.; Marquardt, Florian
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Merging automatic differentiation and the adjoint method for photonic inverse design
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-21
err4
errOAAI
errLuce, Alexander; Alaee, Rasoul; Knorr, Fabian; Marquardt, Florian
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Discovering quantum circuit components with program synthesis
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-03
err0
errOAAI
errSarra, Leopoldo; Ellis, Kevin; Marquardt, Florian
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Reservoir engineering for classical nonlinear fields
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-04-03
err1
errOAAI
errTissot, Benedikt; Ribeiro, Hugo; Marquardt, Florian
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Realizing a deep reinforcement learning agent for real-time quantum feedback
errNATURE COMMUNICATIONS
IF15.7
err2023-11-06
err10
errOAAI
errReuer, Kevin; Landgraf, Jonas; Foesel, Thomas; O'Sullivan, James; Beltran, Liberto; Akin, Abdulkadir; Norris, Graham J.; Remm, Ants; Kerschbaum, Michael; Besse, Jean-Claude; Marquardt, Florian; Wallraff, Andreas; Eichler, Christopher
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Deep Bayesian experimental design for quantum many-body systems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-10-31
err1
errOAAI
errSarra, Leopoldo; Marquardt, Florian
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Self-Learning Machines Based on Hamiltonian Echo Backpropagation
errPHYSICAL REVIEW X
IF15.7
err2023-08-18
err14
errOAAI
errLopez-Pastor, Victor; Marquardt, Florian
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Gradient-Ascent Pulse Engineering with Feedback
errPRX QUANTUM
IF11
err2023-07-13
err13
errOAAI
errPorotti, Riccardo; Peano, Vittorio; Marquardt, Florian
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Tunneling-induced fractal transmission in valley Hall waveguides
errPHYSICAL REVIEW B
IF3.7
err2023-02-08
err0
errOAAI
errShah, Tirth; Marquardt, Florian; Peano, Vittorio
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Investigation of inverse design of multilayer thin-films with conditional invertible neural networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-02-07
err9
errOAAI
errLuce, Alexander; Mahdavi, Ali; Wankerl, Heribert; Marquardt, Florian
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Topological phonon transport in an optomechanical system
errNATURE COMMUNICATIONS
IF15.7
err2022-06-17
err43
errOAAI
errRen, Hengjiang; Shah, Tirth; Pfeifer, Hannes; Brendel, Christian; Peano, Vittorio; Marquardt, Florian; Painter, Oskar
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Observing polarization patterns in the collective motion of nanomechanical arrays
errNATURE COMMUNICATIONS
IF15.7
err2022-05-05
err10
errOAAI
errDoster, Juliane; Shah, Tirth; Foesel, Thomas; Paulitschke, Philipp; Marquardt, Florian; Weig, Eva M.
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Phase space crystal vibrations: Chiral edge states with preserved time-reversal symmetry
errPHYSICAL REVIEW B
IF3.7
err2022-03-03
err6
errOAAI
errGuo, Lingzhen; Peano, Vittorio; Marquardt, Florian
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Tunneling in the Brillouin zone: Theory of backscattering in valley Hall edge channels
errPHYSICAL REVIEW B
IF3.7
err2021-12-27
err6
errOAAI
errShah, Tirth; Marquardt, Florian; Peano, Vittorio
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Research Directions

No research directions
Co-authors
Cooperation Journals
O
Oskar Painter
H-index: 78 · Papers: 371
R
Robert A. Fisher
H-index: 77 · Papers: 591
L
Liang Jiang
H-index: 77 · Papers: 676
A
Andreas Wallraff
H-index: 73 · Papers: 341
E
E. Solano
H-index: 72 · Papers: 489
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