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Hans-Martin Rieser

Observed name: Rieser, Hans-Martin
ORCID: 0000-0002-1921-1436
Observed ORCID: 0000-0002-1921-1436
OpenAlex ID: A5089426452
Tensor networks for quantum machine learning
2023 · Hans-Martin Rieser, Frank Köster, et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 60
Kernel-based optimization of measurement operators for quantum reservoir computers
2026 · Gross, Markus, Rieser, Hans-Martin · arXiv (Cornell University) · 6
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Hybrid quantum tensor networks for aeroelastic applications
2025 · M. Lautaro Hickmann, Pedro Alves, et al. · Quantum Machine Intelligence · 5
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Theory and interpretability of quantum extreme learning machines: A Pauli transfer matrix approach
2026 · Markus Gross, Hans-Martin Rieser · Physical Review A · 2
A Hybrid Quantum Solver for Gaussian Process Regression
2025 · Bükrü, Kerem, Leger, Steffen, et al. · arXiv (Cornell University) · 2
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Encoding hyperspectral data with low-bond dimension quantum tensor networks
2025 · Fabian Fischbach, Hans-Martin Rieser, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 2
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Quantum Tensor Network Learning with DMRG
2025 · Gustav Jäger, Martin B. Plenio, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 2
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Potential analysis of a Quantum RL controller in the context of autonomous driving
2023 · M. Lautaro Hickmann, Arne Raulf, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 2
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Expressivity vs. Generalization in Quantum Kernel Methods
2025 · Markus Gross, Markus Lange, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 1
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Subspace Controllability in Variational Quantum Circuits: Maximising Expressivity and Increasing Search Efficiency with Dynamical Lie Algebras
2026 · Barlow, Andrew Rowan, Rieser, Hans-Martin, et al. · arXiv (Cornell University)
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NGRC on SoC for online learning of dynamical systems
2026 · Folhadela, João, Rieser, Hans-Martin · elib (German Aerospace Center)
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Entanglement is Half the Story: Post-Selection vs. Partial Traces
2026 · Gustav J L Jäger, Krzysztof Bieniasz, et al. · Research Square
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Quant$$^{\textbf {2}}$$AI – An End-to-End Quantum AI Benchmarking Framework for Both Researchers and Practitioners
2026 · Cristobal Corvalan Morbiducci, Pascal Halffmann, et al. · Communications in computer and information science
Poster on FPGA Implementation of Next-Generation Reservoir Computing for predicting dynamical systems
2025 · Folhadela, Joao, Köglmayr, Daniel, et al. · elib (German Aerospace Center)
Active learning with quantics tensor networks
2025 · Bieniasz, Krzysztof, Rieser, Hans-Martin · elib (German Aerospace Center)
Next-Generation Reservoir Computing for predicting dynamical systems on the edge
2025 · Folhadela, Joao, Köglmayr, Daniel, et al. · elib (German Aerospace Center)
Enhancing Machine Learning with Quantum Methods
2025 · M. Lautaro Hickmann, Markus Lange, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)
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Area metric gravity: Confrontation with observations of galaxy rotation curves
2022 · Hans-Martin Rieser, Björn M. Schäfer, et al. · The Ninth Marcel Grossmann Meeting
Works count: 18
Citation count: 82
H-index: 3
I10-index: 1
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