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M

Marco Roth

Fraunhofer Institute for Manufacturing Engineering and Automation IPA

9H-index
55Paper Count
309Citation Count
Published Papers 6
Publication Date
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Data efficient prediction of excited-state properties using quantum neural networks
errNEW JOURNAL OF PHYSICS
IF2.8
err2025-05-19
err0
errOAAI
errHagelueken, Manuel; Huber, Marco F.; Roth, Marco
errShare
errSave
Quantum kernel methods under scrutiny: a benchmarking study
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2025-04-24
err0
errOAAI
errJan Schnabel; Marco Roth
errShare
errSave
Reinforcement learning-based architecture search for quantum machine learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-02-14
err0
errOAAI
errRapp, Frederic; Kreplin, David A.; Huber, Marco F.; Roth, Marco
errShare
errSave
sQUlearn: A Python Library for Quantum Machine Learning [Focus: Quantum Software and Its Engineering]
errIEEE Software
IF3
err2025-01-01
err0
errOAAI
errDavid A. Kreplin; Moritz Willmann; Jan Schnabel; Frederic Rapp; Manuel Hagelüken; Marco Roth
errShare
errSave
Reduction of finite sampling noise in quantum neural networks
errQUANTUM
IF5.4
err2024-06-25
err0
errOAAI
errKreplin, David A.; Roth, Marco
errShare
errSave
Quantum Gaussian process regression for Bayesian optimization
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-01-30
err8
errOAAI
errRapp, Frederic; Roth, Marco
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Marco F. Huber
H-index: 24 · Papers: 290
D
David A. Kreplin
H-index: 6 · Papers: 19
M
Moritz Willmann
H-index: 3 · Papers: 11
F
Frederic Rapp
H-index: 3 · Papers: 6
J
Jan Schnabel
H-index: 3 · Papers: 10
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